Djuric, Nemanja; Lan, Liang; Vucetic, Slobodan; Wang, Zhuang BudgetedSVM: a toolbox for scalable SVM approximations. (English) Zbl 1317.68153 J. Mach. Learn. Res. 14, 3813-3817 (2013). MSC: 68T05 62-04 68-04 62H30 PDFBibTeX XMLCite \textit{N. Djuric} et al., J. Mach. Learn. Res. 14, 3813--3817 (2013; Zbl 1317.68153) Full Text: Link
Shankar, Karthik H.; Howard, Marc W. Optimally fuzzy temporal memory. (English) Zbl 1317.68189 J. Mach. Learn. Res. 14, 3785-3812 (2013). MSC: 68T05 62M10 62M20 62M86 PDFBibTeX XMLCite \textit{K. H. Shankar} and \textit{M. W. Howard}, J. Mach. Learn. Res. 14, 3785--3812 (2013; Zbl 1317.68189) Full Text: arXiv Link
Fukumizu, Kenji; Song, Le; Gretton, Arthur Kernel Bayes’ rule: Bayesian inference with positive definite kernels. (English) Zbl 1318.62131 J. Mach. Learn. Res. 14, 3753-3783 (2013). MSC: 62G08 62F15 62G20 62J02 PDFBibTeX XMLCite \textit{K. Fukumizu} et al., J. Mach. Learn. Res. 14, 3753--3783 (2013; Zbl 1318.62131) Full Text: Link
Culp, Mark Vere; Ryan, Kenneth Joseph Joint harmonic functions and their supervised connections. (English) Zbl 1317.68148 J. Mach. Learn. Res. 14, 3721-3752 (2013). MSC: 68T05 31C05 62H30 PDFBibTeX XMLCite \textit{M. V. Culp} and \textit{K. J. Ryan}, J. Mach. Learn. Res. 14, 3721--3752 (2013; Zbl 1317.68148) Full Text: Link
Escalante-B., Alberto N.; Wiskott, Laurenz How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis. (English) Zbl 1318.62209 J. Mach. Learn. Res. 14, 3683-3719 (2013). MSC: 62H30 68T05 68T10 PDFBibTeX XMLCite \textit{A. N. Escalante-B.} and \textit{L. Wiskott}, J. Mach. Learn. Res. 14, 3683--3719 (2013; Zbl 1318.62209) Full Text: Link
Ahlgren, John; Yuen, Shiu Yin Efficient program synthesis using constraint satisfaction in inductive logic programming. (English) Zbl 1317.68026 J. Mach. Learn. Res. 14, 3649-3681 (2013). MSC: 68N17 68T05 PDFBibTeX XMLCite \textit{J. Ahlgren} and \textit{S. Y. Yuen}, J. Mach. Learn. Res. 14, 3649--3681 (2013; Zbl 1317.68026) Full Text: Link
Cai, Tony; Zhou, Wen-Xin A max-norm constrained minimization approach to 1-bit matrix completion. (English) Zbl 1318.62172 J. Mach. Learn. Res. 14, 3619-3647 (2013). MSC: 62H12 PDFBibTeX XMLCite \textit{T. Cai} and \textit{W.-X. Zhou}, J. Mach. Learn. Res. 14, 3619--3647 (2013; Zbl 1318.62172) Full Text: arXiv Link
Gilad-Bachrach, Ran; Burges, Christopher J. C. Classifier selection using the predicate depth. (English) Zbl 1318.62210 J. Mach. Learn. Res. 14, 3591-3618 (2013). MSC: 62H30 62F15 62G35 PDFBibTeX XMLCite \textit{R. Gilad-Bachrach} and \textit{C. J. C. Burges}, J. Mach. Learn. Res. 14, 3591--3618 (2013; Zbl 1318.62210) Full Text: Link
Parrish, Nathan; Anderson, Hyrum S.; Gupta, Maya R.; Hsiao, Dun Yu Classifying with confidence from incomplete information. (English) Zbl 1318.62215 J. Mach. Learn. Res. 14, 3561-3589 (2013). MSC: 62H30 62C10 62L10 62M10 68T05 PDFBibTeX XMLCite \textit{N. Parrish} et al., J. Mach. Learn. Res. 14, 3561--3589 (2013; Zbl 1318.62215) Full Text: Link
Clark, Alexander Learning trees from strings: a strong learning algorithm for some context-free grammars. (English) Zbl 1317.68084 J. Mach. Learn. Res. 14, 3537-3559 (2013). MSC: 68Q32 68Q42 68Q45 PDFBibTeX XMLCite \textit{A. Clark}, J. Mach. Learn. Res. 14, 3537--3559 (2013; Zbl 1317.68084) Full Text: Link
Jethava, Vinay; Martinsson, Anders; Bhattacharyya, Chiranjib; Dubhashi, Devdatt Lovász theta function, SVMs and finding dense subgraphs. (English) Zbl 1317.68165 J. Mach. Learn. Res. 14, 3495-3536 (2013). MSC: 68T05 05C42 05C69 05C78 05C80 62H30 PDFBibTeX XMLCite \textit{V. Jethava} et al., J. Mach. Learn. Res. 14, 3495--3536 (2013; Zbl 1317.68165) Full Text: Link
Forghani, Yahya; Sadoghi, Hadi Comment on “Robustness and regularization of support vector machines” by H. Xu et al. (English) Zbl 1317.68155 J. Mach. Learn. Res. 14, 3493-3494 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Forghani} and \textit{H. Sadoghi}, J. Mach. Learn. Res. 14, 3493--3494 (2013; Zbl 1317.68155) Full Text: Link
Rudin, Cynthia; Letham, Benjamin; Madigan, David Learning theory analysis for association rules and sequential event prediction. (English) Zbl 1317.68184 J. Mach. Learn. Res. 14, 3441-3492 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C. Rudin} et al., J. Mach. Learn. Res. 14, 3441--3492 (2013; Zbl 1317.68184) Full Text: Link
Sun, Wei; Wang, Junhui; Fang, Yixin Consistent selection of tuning parameters via variable selection stability. (English) Zbl 1318.62241 J. Mach. Learn. Res. 14, 3419-3440 (2013). MSC: 62J07 62J05 PDFBibTeX XMLCite \textit{W. Sun} et al., J. Mach. Learn. Res. 14, 3419--3440 (2013; Zbl 1318.62241) Full Text: arXiv Link
Sun, Tingni; Zhang, Cun-Hui Sparse matrix inversion with scaled Lasso. (English) Zbl 1318.62184 J. Mach. Learn. Res. 14, 3385-3418 (2013). MSC: 62H12 62F12 62J07 PDFBibTeX XMLCite \textit{T. Sun} and \textit{C.-H. Zhang}, J. Mach. Learn. Res. 14, 3385--3418 (2013; Zbl 1318.62184) Full Text: arXiv Link
Harris, Naftali; Drton, Mathias PC algorithm for nonparanormal graphical models. (English) Zbl 1318.62197 J. Mach. Learn. Res. 14, 3365-3383 (2013). MSC: 62H20 62H12 PDFBibTeX XMLCite \textit{N. Harris} and \textit{M. Drton}, J. Mach. Learn. Res. 14, 3365--3383 (2013; Zbl 1318.62197) Full Text: arXiv Link
Zhang, Yuchen; Duchi, John C.; Wainwright, Martin J. Communication-efficient algorithms for statistical optimization. (English) Zbl 1318.62016 J. Mach. Learn. Res. 14, 3321-3363 (2013). MSC: 62C05 62F10 62G09 62L20 90C15 PDFBibTeX XMLCite \textit{Y. Zhang} et al., J. Mach. Learn. Res. 14, 3321--3363 (2013; Zbl 1318.62016) Full Text: arXiv Link
Rao, Vinayak; Teh, Yee Whye Fast MCMC sampling for Markov jump processes and extensions. (English) Zbl 1318.60078 J. Mach. Learn. Res. 14, 3295-3320 (2013). MSC: 60J27 60J22 62F15 PDFBibTeX XMLCite \textit{V. Rao} and \textit{Y. W. Teh}, J. Mach. Learn. Res. 14, 3295--3320 (2013; Zbl 1318.60078) Full Text: arXiv Link
Hannah, Lauren A.; Dunson, David B. Multivariate convex regression with adaptive partitioning. (English) Zbl 1318.62225 J. Mach. Learn. Res. 14, 3261-3294 (2013). MSC: 62J02 62F30 62G08 62H12 62P05 PDFBibTeX XMLCite \textit{L. A. Hannah} and \textit{D. B. Dunson}, J. Mach. Learn. Res. 14, 3261--3294 (2013; Zbl 1318.62225) Full Text: arXiv Link
Bottou, Léon; Peters, Jonas; Quiñonero-Candela, Joaquin; Charles, Denis X.; Chickering, D. Max; Portugaly, Elon; Ray, Dipankar; Simard, Patrice; Snelson, Ed Counterfactual reasoning and learning systems: the example of computational advertising. (English) Zbl 1318.62206 J. Mach. Learn. Res. 14, 3207-3260 (2013). MSC: 62H30 62F25 62P30 68T05 PDFBibTeX XMLCite \textit{L. Bottou} et al., J. Mach. Learn. Res. 14, 3207--3260 (2013; Zbl 1318.62206) Full Text: Link
Tacchetti, Andrea; Mallapragada, Pavan K.; Santoro, Matteo; Rosasco, Lorenzo GURLS: a least squares library for supervised learning. (English) Zbl 1317.68191 J. Mach. Learn. Res. 14, 3201-3205 (2013). MSC: 68T05 68-04 PDFBibTeX XMLCite \textit{A. Tacchetti} et al., J. Mach. Learn. Res. 14, 3201--3205 (2013; Zbl 1317.68191) Full Text: arXiv Link
Liu, Qiang; Ihler, Alexander Variational algorithms for marginal MAP. (English) Zbl 1318.62180 J. Mach. Learn. Res. 14, 3165-3200 (2013). MSC: 62H12 62B10 62F15 PDFBibTeX XMLCite \textit{Q. Liu} and \textit{A. Ihler}, J. Mach. Learn. Res. 14, 3165--3200 (2013; Zbl 1318.62180) Full Text: arXiv Link
Salleb-Aouissi, Ansaf; Vrain, Christel; Nortet, Cyril; Kong, Xiangrong; Rathod, Vivek; Cassard, Daniel QuantMiner for mining quantitative association rules. (English) Zbl 1317.68187 J. Mach. Learn. Res. 14, 3153-3157 (2013). MSC: 68T05 68T20 PDFBibTeX XMLCite \textit{A. Salleb-Aouissi} et al., J. Mach. Learn. Res. 14, 3153--3157 (2013; Zbl 1317.68187) Full Text: Link
Talwalkar, Ameet; Kumar, Sanjiv; Mohri, Mehryar; Rowley, Henry Large-scale SVD and manifold learning. (English) Zbl 1317.68192 J. Mach. Learn. Res. 14, 3129-3152 (2013). MSC: 68T05 62H11 62H25 PDFBibTeX XMLCite \textit{A. Talwalkar} et al., J. Mach. Learn. Res. 14, 3129--3152 (2013; Zbl 1317.68192) Full Text: Link
Long, Philip M.; Servedio, Rocco A. Algorithms and hardness results for parallel large margin learning. (English) Zbl 1317.68172 J. Mach. Learn. Res. 14, 3105-3128 (2013). MSC: 68T05 62H25 62H30 68Q17 68W10 PDFBibTeX XMLCite \textit{P. M. Long} and \textit{R. A. Servedio}, J. Mach. Learn. Res. 14, 3105--3128 (2013; Zbl 1317.68172) Full Text: Link
He, Yuejia; She, Yiyuan; Wu, Dapeng Stationary-sparse causality network learning. (English) Zbl 1318.62174 J. Mach. Learn. Res. 14, 3073-3104 (2013). MSC: 62H12 68T05 62M10 62J07 PDFBibTeX XMLCite \textit{Y. He} et al., J. Mach. Learn. Res. 14, 3073--3104 (2013; Zbl 1318.62174) Full Text: Link
Hyttinen, Antti; Eberhardt, Frederick; Hoyer, Patrik O. Experiment selection for causal discovery. (English) Zbl 1318.62175 J. Mach. Learn. Res. 14, 3041-3071 (2013). MSC: 62H12 62K99 PDFBibTeX XMLCite \textit{A. Hyttinen} et al., J. Mach. Learn. Res. 14, 3041--3071 (2013; Zbl 1318.62175) Full Text: Link
Tong, Xin A plug-in approach to Neyman-Pearson classification. (English) Zbl 1318.62219 J. Mach. Learn. Res. 14, 3011-3040 (2013). MSC: 62H30 62G10 PDFBibTeX XMLCite \textit{X. Tong}, J. Mach. Learn. Res. 14, 3011--3040 (2013; Zbl 1318.62219) Full Text: Link
Gong, Pinghua; Ye, Jieping; Zhang, Changshui Multi-stage multi-task feature learning. (English) Zbl 1317.68161 J. Mach. Learn. Res. 14, 2979-3010 (2013). MSC: 68T05 62J07 90C90 PDFBibTeX XMLCite \textit{P. Gong} et al., J. Mach. Learn. Res. 14, 2979--3010 (2013; Zbl 1317.68161) Full Text: arXiv Link
Lin, Binbin; He, Xiaofei; Zhang, Chiyuan; Ji, Ming Parallel vector field embedding. (English) Zbl 1317.68170 J. Mach. Learn. Res. 14, 2945-2977 (2013). MSC: 68T05 62H11 62H25 62H30 PDFBibTeX XMLCite \textit{B. Lin} et al., J. Mach. Learn. Res. 14, 2945--2977 (2013; Zbl 1317.68170) Full Text: Link
Chaudhuri, Kamalika; Sarwate, Anand D.; Sinha, Kaushik A near-optimal algorithm for differentially-private principal components. (English) Zbl 1318.62202 J. Mach. Learn. Res. 14, 2905-2943 (2013). MSC: 62H25 PDFBibTeX XMLCite \textit{K. Chaudhuri} et al., J. Mach. Learn. Res. 14, 2905--2943 (2013; Zbl 1318.62202) Full Text: arXiv Link
Wang, Niya; Meng, Fan; Chen, Li; Madhavan, Subha; Clarke, Robert; Hoffman, Eric P.; Xuan, Jianhua; Wang, Yue The CAM software for nonnegative blind source separation in R-Java. (English) Zbl 1318.62005 J. Mach. Learn. Res. 14, 2899-2903 (2013). MSC: 62-04 62H30 68T05 PDFBibTeX XMLCite \textit{N. Wang} et al., J. Mach. Learn. Res. 14, 2899--2903 (2013; Zbl 1318.62005) Full Text: Link
Opper, Manfred; Paquet, Ulrich; Winther, Ole Perturbative corrections for approximate inference in Gaussian latent variable models. (English) Zbl 1318.62104 J. Mach. Learn. Res. 14, 2857-2898 (2013). MSC: 62F99 60G15 62P35 PDFBibTeX XMLCite \textit{M. Opper} et al., J. Mach. Learn. Res. 14, 2857--2898 (2013; Zbl 1318.62104) Full Text: arXiv Link
Ryabko, Daniil; Mary, Jérémie A binary-classification-based metric between time-series distributions and its use in statistical and learning problems. (English) Zbl 1318.62280 J. Mach. Learn. Res. 14, 2837-2856 (2013). MSC: 62M10 60B10 62H30 68T05 PDFBibTeX XMLCite \textit{D. Ryabko} and \textit{J. Mary}, J. Mach. Learn. Res. 14, 2837--2856 (2013; Zbl 1318.62280) Full Text: Link
Noorshams, Nima; Wainwright, Martin J. Belief propagation for continuous state spaces: stochastic message-passing with quantitative guarantees. (English) Zbl 1318.62223 J. Mach. Learn. Res. 14, 2799-2835 (2013). MSC: 62H99 62G20 62L20 PDFBibTeX XMLCite \textit{N. Noorshams} and \textit{M. J. Wainwright}, J. Mach. Learn. Res. 14, 2799--2835 (2013; Zbl 1318.62223) Full Text: arXiv Link
Brakel, Philémon; Stroobandt, Dirk; Schrauwen, Benjamin Training energy-based models for time-series imputation. (English) Zbl 1317.68145 J. Mach. Learn. Res. 14, 2771-2797 (2013). MSC: 68T05 62M10 PDFBibTeX XMLCite \textit{P. Brakel} et al., J. Mach. Learn. Res. 14, 2771--2797 (2013; Zbl 1317.68145) Full Text: Link
Wang, Shusen; Zhang, Zhihua Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling. (English) Zbl 1318.65023 J. Mach. Learn. Res. 14, 2729-2769 (2013). MSC: 65F30 60E15 62H99 PDFBibTeX XMLCite \textit{S. Wang} and \textit{Z. Zhang}, J. Mach. Learn. Res. 14, 2729--2769 (2013; Zbl 1318.65023) Full Text: arXiv Link
Aravkin, Aleksandr Y.; Burke, James V.; Pillonetto, Gianluigi Sparse/robust estimation and Kalman smoothing with nonsmooth log-concave densities: modeling, computation, and theory. (English) Zbl 1318.62237 J. Mach. Learn. Res. 14, 2689-2728 (2013). MSC: 62J07 62F35 62M20 90C51 PDFBibTeX XMLCite \textit{A. Y. Aravkin} et al., J. Mach. Learn. Res. 14, 2689--2728 (2013; Zbl 1318.62237) Full Text: arXiv Link
Niu, Gang; Dai, Bo; Shang, Lin; Sugiyama, Masashi Maximum volume clustering: a new discriminative clustering approach. (English) Zbl 1318.62213 J. Mach. Learn. Res. 14, 2641-2687 (2013). MSC: 62H30 68T05 68T10 90C90 PDFBibTeX XMLCite \textit{G. Niu} et al., J. Mach. Learn. Res. 14, 2641--2687 (2013; Zbl 1318.62213) Full Text: Link
Gonen, Alon; Sabato, Sivan; Shalev-Shwartz, Shai Efficient active learning of halfspaces: an aggressive approach. (English) Zbl 1317.68160 J. Mach. Learn. Res. 14, 2583-2615 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Gonen} et al., J. Mach. Learn. Res. 14, 2583--2615 (2013; Zbl 1317.68160) Full Text: arXiv Link
Wu, Wei; Lu, Zhengdong; Li, Hang Learning bilinear model for matching queries and documents. (English) Zbl 1317.68196 J. Mach. Learn. Res. 14, 2519-2548 (2013). MSC: 68T05 62J07 62H30 PDFBibTeX XMLCite \textit{W. Wu} et al., J. Mach. Learn. Res. 14, 2519--2548 (2013; Zbl 1317.68196) Full Text: Link
Dyer, Eva L.; Sankaranarayanan, Aswin C.; Baraniuk, Richard G. Greedy feature selection for subspace clustering. (English) Zbl 1317.68154 J. Mach. Learn. Res. 14, 2487-2517 (2013). MSC: 68T05 62H11 62H30 62J07 PDFBibTeX XMLCite \textit{E. L. Dyer} et al., J. Mach. Learn. Res. 14, 2487--2517 (2013; Zbl 1317.68154) Full Text: arXiv Link
Mairal, Julien; Yu, Bin Supervised feature selection in graphs with path coding penalties and network flows. (English) Zbl 1317.68175 J. Mach. Learn. Res. 14, 2449-2485 (2013). MSC: 68T05 05C21 62J07 90C35 PDFBibTeX XMLCite \textit{J. Mairal} and \textit{B. Yu}, J. Mach. Learn. Res. 14, 2449--2485 (2013; Zbl 1317.68175) Full Text: arXiv Link
Verma, Nakul Distance preserving embeddings for general \(n\)-dimensional manifolds. (English) Zbl 1317.68194 J. Mach. Learn. Res. 14, 2415-2448 (2013). MSC: 68T05 62H11 PDFBibTeX XMLCite \textit{N. Verma}, J. Mach. Learn. Res. 14, 2415--2448 (2013; Zbl 1317.68194) Full Text: Link
Guyader, Arnaud; Hengartner, Nick On the mutual nearest neighbors estimate in regression. (English) Zbl 1318.62132 J. Mach. Learn. Res. 14, 2361-2376 (2013). MSC: 62G08 62G05 62G20 PDFBibTeX XMLCite \textit{A. Guyader} and \textit{N. Hengartner}, J. Mach. Learn. Res. 14, 2361--2376 (2013; Zbl 1318.62132) Full Text: Link
Lisitsyn, Sergey; Widmer, Christian; Garcia, Fernando J. Iglesias Tapkee: an efficient dimension reduction library. (English) Zbl 1317.68171 J. Mach. Learn. Res. 14, 2355-2359 (2013). MSC: 68T05 68-04 PDFBibTeX XMLCite \textit{S. Lisitsyn} et al., J. Mach. Learn. Res. 14, 2355--2359 (2013; Zbl 1317.68171) Full Text: Link
Demšar, Janez; Curk, Tomaž; Erjavec, Aleš; Gorup, Črt; Hočevar, Tomaž; Milutinovič, Mitar; Možina, Martin; Polajnar, Matija; Toplak, Marko; Starič, Anže; Štajdohar, Miha; Umek, Lan; Žagar, Lan; Žbontar, Jure; Žitnik, Marinka; Zupan, Blaž Orange: data mining toolbox in Python. (English) Zbl 1317.68151 J. Mach. Learn. Res. 14, 2349-2353 (2013). MSC: 68T05 62-07 68-04 PDFBibTeX XMLCite \textit{J. Demšar} et al., J. Mach. Learn. Res. 14, 2349--2353 (2013; Zbl 1317.68151) Full Text: Link
Mukherjee, Indraneel; Rudin, Cynthia; Schapire, Robert E. The rate of convergence of AdaBoost. (English) Zbl 1317.68176 J. Mach. Learn. Res. 14, 2315-2347 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{I. Mukherjee} et al., J. Mach. Learn. Res. 14, 2315--2347 (2013; Zbl 1317.68176) Full Text: arXiv Link
Ruozzi, Nicholas; Tatikonda, Sekhar Message-passing algorithms for quadratic minimization. (English) Zbl 1317.68185 J. Mach. Learn. Res. 14, 2287-2314 (2013). MSC: 68T05 62A09 PDFBibTeX XMLCite \textit{N. Ruozzi} and \textit{S. Tatikonda}, J. Mach. Learn. Res. 14, 2287--2314 (2013; Zbl 1317.68185) Full Text: arXiv Link
Challis, Edward; Barber, David Gaussian Kullback-Leibler approximate inference. (English) Zbl 1318.62085 J. Mach. Learn. Res. 14, 2239-2286 (2013). MSC: 62F15 62J12 68T05 PDFBibTeX XMLCite \textit{E. Challis} and \textit{D. Barber}, J. Mach. Learn. Res. 14, 2239--2286 (2013; Zbl 1318.62085) Full Text: Link
Stowell, Dan; Plumbley, Mark D. Segregating event streams and noise with a Markov renewal process model. (English) Zbl 1318.62218 J. Mach. Learn. Res. 14, 2213-2238 (2013). MSC: 62H30 60K05 62M05 PDFBibTeX XMLCite \textit{D. Stowell} and \textit{M. D. Plumbley}, J. Mach. Learn. Res. 14, 2213--2238 (2013; Zbl 1318.62218) Full Text: arXiv Link
Li, Yu-Feng; Tsang, Ivor W.; Kwok, James T.; Zhou, Zhi-Hua Convex and scalable weakly labeled SVMs. (English) Zbl 1317.68169 J. Mach. Learn. Res. 14, 2151-2188 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y.-F. Li} et al., J. Mach. Learn. Res. 14, 2151--2188 (2013; Zbl 1317.68169) Full Text: arXiv Link
Sabato, Sivan; Srebro, Nathan; Tishby, Naftali Distribution-dependent sample complexity of large margin learning. (English) Zbl 1317.68186 J. Mach. Learn. Res. 14, 2119-2149 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Sabato} et al., J. Mach. Learn. Res. 14, 2119--2149 (2013; Zbl 1317.68186) Full Text: arXiv Link
Böhmer, Wendelin; Grünewälder, Steffen; Shen, Yun; Musial, Marek; Obermayer, Klaus Construction of approximation spaces for reinforcement learning. (English) Zbl 1317.68143 J. Mach. Learn. Res. 14, 2067-2118 (2013). MSC: 68T05 62H25 PDFBibTeX XMLCite \textit{W. Böhmer} et al., J. Mach. Learn. Res. 14, 2067--2118 (2013; Zbl 1317.68143) Full Text: Link
Chertkov, Michael; Yedidia, Adam B. Approximating the permanent with fractional belief propagation. (English) Zbl 1318.65022 J. Mach. Learn. Res. 14, 2029-2066 (2013). MSC: 65F30 62H99 PDFBibTeX XMLCite \textit{M. Chertkov} and \textit{A. B. Yedidia}, J. Mach. Learn. Res. 14, 2029--2066 (2013; Zbl 1318.65022) Full Text: arXiv Link
Tulabandhula, Theja; Rudin, Cynthia Machine learning with operational costs. (English) Zbl 1317.68193 J. Mach. Learn. Res. 14, 1989-2028 (2013). MSC: 68T05 62C05 62H30 PDFBibTeX XMLCite \textit{T. Tulabandhula} and \textit{C. Rudin}, J. Mach. Learn. Res. 14, 1989--2028 (2013; Zbl 1317.68193) Full Text: arXiv Link
Zaidi, Nayyar A.; Cerquides, Jesús; Carman, Mark J.; Webb, Geoffrey I. Alleviating naive Bayes attribute independence assumption by attribute weighting. (English) Zbl 1317.68199 J. Mach. Learn. Res. 14, 1947-1988 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{N. A. Zaidi} et al., J. Mach. Learn. Res. 14, 1947--1988 (2013; Zbl 1317.68199) Full Text: Link
Hernández-Lobato, Daniel; Hernández-Lobato, José Miguel; Dupont, Pierre Generalized spike-and-slab priors for Bayesian group feature selection using expectation propagation. (English) Zbl 1318.62229 J. Mach. Learn. Res. 14, 1891-1945 (2013). MSC: 62J05 62F15 62J07 62L05 PDFBibTeX XMLCite \textit{D. Hernández-Lobato} et al., J. Mach. Learn. Res. 14, 1891--1945 (2013; Zbl 1318.62229) Full Text: Link
Pan, Wei; Shen, Xiaotong; Liu, Binghui Cluster analysis: unsupervised learning via supervised learning with a non-convex penalty. (English) Zbl 1317.68179 J. Mach. Learn. Res. 14, 1865-1889 (2013). MSC: 68T05 62H30 62J07 PDFBibTeX XMLCite \textit{W. Pan} et al., J. Mach. Learn. Res. 14, 1865--1889 (2013; Zbl 1317.68179) Full Text: Link
Cai, Tony; Fan, Jianqing; Jiang, Tiefeng Distributions of angles in random packing on spheres. (English) Zbl 1318.60017 J. Mach. Learn. Res. 14, 1837-1864 (2013). MSC: 60D05 60F05 62G20 62G32 PDFBibTeX XMLCite \textit{T. Cai} et al., J. Mach. Learn. Res. 14, 1837--1864 (2013; Zbl 1318.60017) Full Text: arXiv Link
Urry, Matthew J.; Sollich, Peter Random walk kernels and learning curves for Gaussian process regression on random graphs. (English) Zbl 1318.62139 J. Mach. Learn. Res. 14, 1801-1835 (2013). MSC: 62G08 05C80 05C81 60G15 62G20 68T05 PDFBibTeX XMLCite \textit{M. J. Urry} and \textit{P. Sollich}, J. Mach. Learn. Res. 14, 1801--1835 (2013; Zbl 1318.62139) Full Text: arXiv Link
Joseph, Antony Variable selection in high-dimension with random designs and orthogonal matching pursuit. (English) Zbl 1318.62062 J. Mach. Learn. Res. 14, 1771-1800 (2013). MSC: 62F07 62J05 PDFBibTeX XMLCite \textit{A. Joseph}, J. Mach. Learn. Res. 14, 1771--1800 (2013; Zbl 1318.62062) Full Text: arXiv Link
Arias-Castro, Ery; Pelletier, Bruno On the convergence of maximum variance unfolding. (English) Zbl 1318.62125 J. Mach. Learn. Res. 14, 1747-1770 (2013). MSC: 62G08 60B05 60F05 62G20 PDFBibTeX XMLCite \textit{E. Arias-Castro} and \textit{B. Pelletier}, J. Mach. Learn. Res. 14, 1747--1770 (2013; Zbl 1318.62125) Full Text: arXiv Link
Arora, Raman; Gupta, Maya R.; Kapila, Amol; Fazel, Maryam Similarity-based clustering by left-stochastic matrix factorization. (English) Zbl 1317.68142 J. Mach. Learn. Res. 14, 1715-1746 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R. Arora} et al., J. Mach. Learn. Res. 14, 1715--1746 (2013; Zbl 1317.68142) Full Text: Link
Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, Matteo; Verri, Alessandro Nonparametric sparsity and regularization. (English) Zbl 1317.68183 J. Mach. Learn. Res. 14, 1665-1714 (2013). MSC: 68T05 62G08 62J02 PDFBibTeX XMLCite \textit{L. Rosasco} et al., J. Mach. Learn. Res. 14, 1665--1714 (2013; Zbl 1317.68183) Full Text: arXiv Link
Bosagh Zadeh, Reza; Goel, Ashish Dimension independent similarity computation. (English) Zbl 1317.68144 J. Mach. Learn. Res. 14, 1605-1626 (2013). MSC: 68T05 60C05 60E15 PDFBibTeX XMLCite \textit{R. Bosagh Zadeh} and \textit{A. Goel}, J. Mach. Learn. Res. 14, 1605--1626 (2013; Zbl 1317.68144) Full Text: arXiv Link
Mahdi, Rami; Mezey, Jason Sub-local constraint-based learning of Bayesian networks using a joint dependence criterion. (English) Zbl 1317.68174 J. Mach. Learn. Res. 14, 1563-1603 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Mahdi} and \textit{J. Mezey}, J. Mach. Learn. Res. 14, 1563--1603 (2013; Zbl 1317.68174) Full Text: Link
McFowland, Edward III; Speakman, Skyler; Neill, Daniel B. Fast generalized subset scan for anomalous pattern detection. (English) Zbl 1318.62007 J. Mach. Learn. Res. 14, 1533-1561 (2013). MSC: 62-07 62G10 68T05 68T10 PDFBibTeX XMLCite \textit{E. McFowland III} et al., J. Mach. Learn. Res. 14, 1533--1561 (2013; Zbl 1318.62007) Full Text: Link
Angluin, Dana; Aspnes, James; Eisenstat, Sarah; Kontorovich, Aryeh On the learnability of shuffle ideals. (English) Zbl 1317.68083 J. Mach. Learn. Res. 14, 1513-1531 (2013). MSC: 68Q32 68Q45 PDFBibTeX XMLCite \textit{D. Angluin} et al., J. Mach. Learn. Res. 14, 1513--1531 (2013; Zbl 1317.68083) Full Text: Link
Dhillon, Paramveer S.; Foster, Dean P.; Kakade, Sham M.; Ungar, Lyle H. A risk comparison of ordinary least squares vs ridge regression. (English) Zbl 1317.68152 J. Mach. Learn. Res. 14, 1505-1511 (2013). MSC: 68T05 62J07 PDFBibTeX XMLCite \textit{P. S. Dhillon} et al., J. Mach. Learn. Res. 14, 1505--1511 (2013; Zbl 1317.68152) Full Text: arXiv Link
Kanamori, Takafumi; Takeda, Akiko; Suzuki, Taiji Conjugate relation between loss functions and uncertainty sets in classification problems. (English) Zbl 1317.68166 J. Mach. Learn. Res. 14, 1461-1504 (2013). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{T. Kanamori} et al., J. Mach. Learn. Res. 14, 1461--1504 (2013; Zbl 1317.68166) Full Text: arXiv Link
Neuvial, Pierre Asymptotic results on adaptive false discovery rate controlling procedures based on kernel estimators. (English) Zbl 1318.62252 J. Mach. Learn. Res. 14, 1423-1459 (2013). MSC: 62J15 62G07 PDFBibTeX XMLCite \textit{P. Neuvial}, J. Mach. Learn. Res. 14, 1423--1459 (2013; Zbl 1318.62252) Full Text: arXiv Link
Picard, David; Thome, Nicolas; Cord, Matthieu JKernelMachines: a simple framework for kernel machines. (English) Zbl 1317.68182 J. Mach. Learn. Res. 14, 1417-1421 (2013). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{D. Picard} et al., J. Mach. Learn. Res. 14, 1417--1421 (2013; Zbl 1317.68182) Full Text: Link
Parviainen, Pekka; Koivisto, Mikko Finding optimal Bayesian networks using precedence constraints. (English) Zbl 1317.68181 J. Mach. Learn. Res. 14, 1387-1415 (2013). MSC: 68T05 90C35 PDFBibTeX XMLCite \textit{P. Parviainen} and \textit{M. Koivisto}, J. Mach. Learn. Res. 14, 1387--1415 (2013; Zbl 1317.68181) Full Text: Link
Zhang, Chong; Liu, Yufeng Multicategory large-margin unified machines. (English) Zbl 1317.68200 J. Mach. Learn. Res. 14, 1349-1386 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C. Zhang} and \textit{Y. Liu}, J. Mach. Learn. Res. 14, 1349--1386 (2013; Zbl 1317.68200) Full Text: Link
Hoffman, Matthew D.; Blei, David M.; Wang, Chong; Paisley, John Stochastic variational inference. (English) Zbl 1317.68163 J. Mach. Learn. Res. 14, 1303-1347 (2013). MSC: 68T05 62-07 62F15 62G05 62L20 PDFBibTeX XMLCite \textit{M. D. Hoffman} et al., J. Mach. Learn. Res. 14, 1303--1347 (2013; Zbl 1317.68163) Full Text: arXiv Link
Gerber, Samuel; Whitaker, Ross Regularization-free principal curve estimation. (English) Zbl 1317.68159 J. Mach. Learn. Res. 14, 1285-1302 (2013). MSC: 68T05 62G05 62H30 PDFBibTeX XMLCite \textit{S. Gerber} and \textit{R. Whitaker}, J. Mach. Learn. Res. 14, 1285--1302 (2013; Zbl 1317.68159) Full Text: Link
Cesa-Bianchi, Nicolò; Gentile, Claudio; Vitale, Fabio; Zappella, Giovanni Random spanning trees and the prediction of weighted graphs. (English) Zbl 1317.68146 J. Mach. Learn. Res. 14, 1251-1284 (2013). MSC: 68T05 05C05 05C22 62H30 PDFBibTeX XMLCite \textit{N. Cesa-Bianchi} et al., J. Mach. Learn. Res. 14, 1251--1284 (2013; Zbl 1317.68146) Full Text: arXiv Link
Niyogi, Partha Manifold regularization and semi-supervised learning: some theoretical analyses. (English) Zbl 1317.68178 J. Mach. Learn. Res. 14, 1229-1250 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{P. Niyogi}, J. Mach. Learn. Res. 14, 1229--1250 (2013; Zbl 1317.68178) Full Text: Link
Scherrer, Bruno Performance bounds for \(\lambda \) policy iteration and application to the game of Tetris. (English) Zbl 1319.68188 J. Mach. Learn. Res. 14, 1181-1227 (2013). MSC: 68T05 68W40 90C39 90C40 93E20 PDFBibTeX XMLCite \textit{B. Scherrer}, J. Mach. Learn. Res. 14, 1181--1227 (2013; Zbl 1319.68188) Full Text: Link
Vanhatalo, Jarno; Riihimäki, Jaakko; Hartikainen, Jouni; Jylänki, Pasi; Tolvanen, Ville; Vehtari, Aki GPstuff: Bayesian modeling with Gaussian processes. (English) Zbl 1320.62010 J. Mach. Learn. Res. 14, 1175-1179 (2013). MSC: 62-04 60G15 62F15 PDFBibTeX XMLCite \textit{J. Vanhatalo} et al., J. Mach. Learn. Res. 14, 1175--1179 (2013; Zbl 1320.62010)
Chen, Lisha; Buja, Andreas Stress functions for nonlinear dimension reduction, proximity analysis, and graph drawing. (English) Zbl 1319.68172 J. Mach. Learn. Res. 14, 1145-1173 (2013). MSC: 68T05 62-07 62G99 62H30 68R10 PDFBibTeX XMLCite \textit{L. Chen} and \textit{A. Buja}, J. Mach. Learn. Res. 14, 1145--1173 (2013; Zbl 1319.68172) Full Text: Link
Thom, Markus; Palm, Günther Sparse activity and sparse connectivity in supervised learning. (English) Zbl 1319.68197 J. Mach. Learn. Res. 14, 1091-1143 (2013). MSC: 68T05 62H30 62J07 PDFBibTeX XMLCite \textit{M. Thom} and \textit{G. Palm}, J. Mach. Learn. Res. 14, 1091--1143 (2013; Zbl 1319.68197) Full Text: arXiv Link
Zhao, Ming-Jie; Edakunni, Narayanan; Pocock, Adam; Brown, Gavin Beyond Fano’s inequality: bounds on the optimal \(F\)-score, BER, and cost-sensitive risk and their implications. (English) Zbl 1320.62156 J. Mach. Learn. Res. 14, 1033-1090 (2013). MSC: 62H30 68T05 94A17 PDFBibTeX XMLCite \textit{M.-J. Zhao} et al., J. Mach. Learn. Res. 14, 1033--1090 (2013; Zbl 1320.62156)
Wang, Chong; Blei, David M. Variational inference in nonconjugate models. (English) Zbl 1320.62057 J. Mach. Learn. Res. 14, 1005-1031 (2013). MSC: 62F15 62E17 62J02 PDFBibTeX XMLCite \textit{C. Wang} and \textit{D. M. Blei}, J. Mach. Learn. Res. 14, 1005--1031 (2013; Zbl 1320.62057) Full Text: arXiv Link
Klami, Arto; Virtanen, Seppo; Kaski, Samuel Bayesian canonical correlation analysis. (English) Zbl 1320.62134 J. Mach. Learn. Res. 14, 965-1003 (2013). MSC: 62H20 62F15 62H25 PDFBibTeX XMLCite \textit{A. Klami} et al., J. Mach. Learn. Res. 14, 965--1003 (2013; Zbl 1320.62134) Full Text: Link
Niehren, Joachim; Champavère, Jérôme; Lemay, Aurélien; Gilleron, Rémi Query induction with schema-guided pruning strategies. (English) Zbl 1307.68040 J. Mach. Learn. Res. 14, 927-964 (2013). MSC: 68Q32 68T05 68Q45 68T20 PDFBibTeX XMLCite \textit{J. Niehren} et al., J. Mach. Learn. Res. 14, 927--964 (2013; Zbl 1307.68040)
Yuan, Xiao-Tong; Zhang, Tong Truncated power method for sparse eigenvalue problems. (English) Zbl 1320.62141 J. Mach. Learn. Res. 14, 899-925 (2013). MSC: 62H25 05C60 90C26 PDFBibTeX XMLCite \textit{X.-T. Yuan} and \textit{T. Zhang}, J. Mach. Learn. Res. 14, 899--925 (2013; Zbl 1320.62141) Full Text: arXiv
Watanabe, Sumio A widely applicable Bayesian information criterion. (English) Zbl 1320.62058 J. Mach. Learn. Res. 14, 867-897 (2013). MSC: 62F15 62B10 62F10 62H11 68T05 PDFBibTeX XMLCite \textit{S. Watanabe}, J. Mach. Learn. Res. 14, 867--897 (2013; Zbl 1320.62058) Full Text: arXiv Link
Hennig, Philipp; Kiefel, Martin Quasi-Newton method: a new direction. (English) Zbl 1320.62049 J. Mach. Learn. Res. 14, 843-865 (2013). MSC: 62F15 62G05 62J05 65K10 68T05 PDFBibTeX XMLCite \textit{P. Hennig} and \textit{M. Kiefel}, J. Mach. Learn. Res. 14, 843--865 (2013; Zbl 1320.62049) Full Text: arXiv Link
Bahmani, Sohail; Raj, Bhiksha; Boufounos, Petros T. Greedy sparsity-constrained optimization. (English) Zbl 1320.90046 J. Mach. Learn. Res. 14, 807-841 (2013). MSC: 90C06 62F30 62J12 68T05 90C59 94A08 94A12 PDFBibTeX XMLCite \textit{S. Bahmani} et al., J. Mach. Learn. Res. 14, 807--841 (2013; Zbl 1320.90046) Full Text: arXiv Link
Curtin, Ryan R.; Cline, James R.; Slagle, N. P.; March, William B.; Ram, Parikshit; Mehta, Nishant A.; Gray, Alexander G. MLPACK: a scalable C++ machine learning library. (English) Zbl 1307.68066 J. Mach. Learn. Res. 14, 801-805 (2013). MSC: 68T05 65Y15 PDFBibTeX XMLCite \textit{R. R. Curtin} et al., J. Mach. Learn. Res. 14, 801--805 (2013; Zbl 1307.68066) Full Text: arXiv Link
Wang, Jun; Jebara, Tony; Chang, Shih-Fu Semi-supervised learning using greedy Max-Cut. (English) Zbl 1319.68199 J. Mach. Learn. Res. 14, 771-800 (2013). MSC: 68T05 62H30 90C11 PDFBibTeX XMLCite \textit{J. Wang} et al., J. Mach. Learn. Res. 14, 771--800 (2013; Zbl 1319.68199) Full Text: Link
Gerchinovitz, Sébastien Sparsity regret bounds for individual sequences in online linear regression. (English) Zbl 1320.62165 J. Mach. Learn. Res. 14, 729-769 (2013). MSC: 62J05 62G05 62J07 62L99 PDFBibTeX XMLCite \textit{S. Gerchinovitz}, J. Mach. Learn. Res. 14, 729--769 (2013; Zbl 1320.62165) Full Text: arXiv Link
Hall, Rob; Rinaldo, Alessandro; Wasserman, Larry Differential privacy for functions and functional data. (English) Zbl 1319.68081 J. Mach. Learn. Res. 14, 703-727 (2013). MSC: 68P25 60G15 62G07 62G08 68P15 94A62 PDFBibTeX XMLCite \textit{R. Hall} et al., J. Mach. Learn. Res. 14, 703--727 (2013; Zbl 1319.68081) Full Text: arXiv Link
Johnson, Matthew J.; Willsky, Alan S. Bayesian nonparametric hidden semi-Markov models. (English) Zbl 1320.62050 J. Mach. Learn. Res. 14, 673-701 (2013). MSC: 62F15 60K15 62G08 62M05 PDFBibTeX XMLCite \textit{M. J. Johnson} and \textit{A. S. Willsky}, J. Mach. Learn. Res. 14, 673--701 (2013; Zbl 1320.62050) Full Text: arXiv Link
Han, Fang; Zhao, Tuo; Liu, Han CODA: high dimensional copula discriminant analysis. (English) Zbl 1320.62145 J. Mach. Learn. Res. 14, 629-671 (2013). MSC: 62H30 62G05 62H05 62J07 PDFBibTeX XMLCite \textit{F. Han} et al., J. Mach. Learn. Res. 14, 629--671 (2013; Zbl 1320.62145) Full Text: Link
Frezza-Buet, Hervé; Geist, Matthieu A C++ template-based reinforcement learning library: fitting the code to the mathematics. (English) Zbl 1307.68067 J. Mach. Learn. Res. 14, 625-628 (2013). MSC: 68T05 65Y15 PDFBibTeX XMLCite \textit{H. Frezza-Buet} and \textit{M. Geist}, J. Mach. Learn. Res. 14, 625--628 (2013; Zbl 1307.68067) Full Text: Link
Bubeck, Sébastien; Ernst, Damien; Garivier, Aurélien Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. (English) Zbl 1305.68140 J. Mach. Learn. Res. 14, 601-623 (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Bubeck} et al., J. Mach. Learn. Res. 14, 601--623 (2013; Zbl 1305.68140) Full Text: arXiv Link
Shalev-Shwartz, Shai; Zhang, Tong Stochastic dual coordinate ascent methods for regularized loss minimization. (English) Zbl 1307.68073 J. Mach. Learn. Res. 14, 567-599 (2013). MSC: 68T05 68Q25 PDFBibTeX XMLCite \textit{S. Shalev-Shwartz} and \textit{T. Zhang}, J. Mach. Learn. Res. 14, 567--599 (2013; Zbl 1307.68073) Full Text: arXiv Link