Tan, Vincent Y. F.; Anandkumar, Animashree; Tong, Lang; Willsky, Alan S. A large-deviation analysis of the maximum-likelihood learning of Markov tree structures. (English) Zbl 1366.60066 IEEE Trans. Inf. Theory 57, No. 3, 1714-1735 (2011). MSC: 60F10 62G05 94A20 PDFBibTeX XMLCite \textit{V. Y. F. Tan} et al., IEEE Trans. Inf. Theory 57, No. 3, 1714--1735 (2011; Zbl 1366.60066) Full Text: DOI arXiv
Sanghavi, Sujay; Malioutov, Dmitry; Willsky, Alan Belief propagation and LP relaxation for weighted matching in general graphs. (English) Zbl 1366.90202 IEEE Trans. Inf. Theory 57, No. 4, 2203-2212 (2011). MSC: 90C35 05C70 05C82 PDFBibTeX XMLCite \textit{S. Sanghavi} et al., IEEE Trans. Inf. Theory 57, No. 4, 2203--2212 (2011; Zbl 1366.90202) Full Text: DOI
Sanghavi, Sujay; Shah, Devavrat; Willsky, Alan S. Message passing for maximum weight independent set. (English) Zbl 1367.94443 IEEE Trans. Inf. Theory 55, No. 11, 4822-4834 (2009). MSC: 94B35 05C69 68W05 90C27 PDFBibTeX XMLCite \textit{S. Sanghavi} et al., IEEE Trans. Inf. Theory 55, No. 11, 4822--4834 (2009; Zbl 1367.94443) Full Text: DOI
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S. MAP estimation via agreement on trees: message-passing and linear programming. (English) Zbl 1318.94025 IEEE Trans. Inf. Theory 51, No. 11, 3697-3717 (2005). MSC: 94A13 62M05 90C05 PDFBibTeX XMLCite \textit{M. J. Wainwright} et al., IEEE Trans. Inf. Theory 51, No. 11, 3697--3717 (2005; Zbl 1318.94025) Full Text: DOI arXiv
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S. A new class of upper bounds on the log partition function. (English) Zbl 1310.94028 IEEE Trans. Inf. Theory 51, No. 7, 2313-2335 (2005). MSC: 94A12 94A13 62M40 60G60 PDFBibTeX XMLCite \textit{M. J. Wainwright} et al., IEEE Trans. Inf. Theory 51, No. 7, 2313--2335 (2005; Zbl 1310.94028) Full Text: DOI arXiv
Wainwright, Martin J.; Jaakkola, Tommi S.; Willsky, Alan S. Tree-based reparameterization framework for analysis of sum-product and related algorithms. (English) Zbl 1063.68079 IEEE Trans. Inf. Theory 49, No. 5, 1120-1146 (2003). MSC: 68R10 05C85 PDFBibTeX XMLCite \textit{M. J. Wainwright} et al., IEEE Trans. Inf. Theory 49, No. 5, 1120--1146 (2003; Zbl 1063.68079) Full Text: DOI
Frakt, Austin B.; Lev-Ari, Hanoch; Willsky, Alan S. A generalized Levinson algorithm for covariance extension with application to multiscale autoregressive modeling. (English) Zbl 1063.94511 IEEE Trans. Inf. Theory 49, No. 2, 411-424 (2003). MSC: 94A12 62M10 PDFBibTeX XMLCite \textit{A. B. Frakt} et al., IEEE Trans. Inf. Theory 49, No. 2, 411--424 (2003; Zbl 1063.94511) Full Text: DOI
Daniel, Michael M.; Willsky, Alan S. The modeling and estimation of statistically self-similar processes in a multiresolution framework. (English) Zbl 0946.94004 IEEE Trans. Inf. Theory 45, No. 3, 955-970 (1999). MSC: 94A12 PDFBibTeX XMLCite \textit{M. M. Daniel} and \textit{A. S. Willsky}, IEEE Trans. Inf. Theory 45, No. 3, 955--970 (1999; Zbl 0946.94004) Full Text: DOI
Daoudi, Khalid; Frakt, Austin B.; Willsky, Alan S. Multiscale autoregressive models and wavelets. (English) Zbl 0946.94005 IEEE Trans. Inf. Theory 45, No. 3, 828-845 (1999). MSC: 94A12 94A11 PDFBibTeX XMLCite \textit{K. Daoudi} et al., IEEE Trans. Inf. Theory 45, No. 3, 828--845 (1999; Zbl 0946.94005) Full Text: DOI
Tewfik, Ahmed H.; Levy, Bernard C.; Willsky, Alan S. Internal models and recursive estimation for 2-D isotropic random fields. (English) Zbl 0732.60056 IEEE Trans. Inf. Theory 37, No. 4, 1055-1066 (1991). MSC: 60G35 93E11 62M99 60G60 PDFBibTeX XMLCite \textit{A. H. Tewfik} et al., IEEE Trans. Inf. Theory 37, No. 4, 1055--1066 (1991; Zbl 0732.60056) Full Text: DOI
Tewfik, Ahmed H.; Levy, Bernard C.; Willsky, Alan S. Sampling theorems for two-dimensional isotropic random fields. (English) Zbl 0666.60048 IEEE Trans. Inf. Theory 34, No. 5, Part I, 1092-1096 (1989). MSC: 60G60 62M99 PDFBibTeX XMLCite \textit{A. H. Tewfik} et al., IEEE Trans. Inf. Theory 34, No. 5, Part I, 1092--1096 (1989; Zbl 0666.60048) Full Text: DOI
Bello, Martin G.; Willsky, Alan S.; Levy, Bernard C.; Castanon, David A. Smoothing error dynamics and their use in the solution of smoothing and mapping problems. (English) Zbl 0602.60042 IEEE Trans. Inf. Theory 32, 483-495 (1986). MSC: 60G35 60J20 60G44 PDFBibTeX XMLCite \textit{M. G. Bello} et al., IEEE Trans. Inf. Theory 32, 483--495 (1986; Zbl 0602.60042) Full Text: DOI
Willsky, Alan S. Estimation and detection of signals in multiplicative noise. (English) Zbl 0304.94010 IEEE Trans. Inf. Theory 21, 472-474 (1975). MSC: 94A05 60G35 PDFBibTeX XMLCite \textit{A. S. Willsky}, IEEE Trans. Inf. Theory 21, 472--474 (1975; Zbl 0304.94010) Full Text: DOI
Willsky, Alan S. Fourier series and estimation on the circle with applications to synchronous communication. II: Implementation. (English) Zbl 0305.93041 IEEE Trans. Inf. Theory 20, 584-590 (1974). MSC: 93E10 94A05 42-XX PDFBibTeX XMLCite \textit{A. S. Willsky}, IEEE Trans. Inf. Theory 20, 584--590 (1974; Zbl 0305.93041) Full Text: DOI
Willsky, Alan S. Fourier series and estimation on the circle with applications to synchronous communication. I: Analysis. (English) Zbl 0305.93040 IEEE Trans. Inf. Theory 20, 577-583 (1974). MSC: 93E10 94A05 42-XX PDFBibTeX XMLCite \textit{A. S. Willsky}, IEEE Trans. Inf. Theory 20, 577--583 (1974; Zbl 0305.93040) Full Text: DOI