Edit Profile (opens in new tab) Hauser, Alain Co-Author Distance Author ID: hauser.alain Published as: Hauser, Alain External Links: ORCID Documents Indexed: 4 Publications since 2012 Co-Authors: 3 Co-Authors with 4 Joint Publications 104 Co-Co-Authors Co-Authors 0 single-authored 3 Bühlmann, Peter 1 Maathuis, Marloes H. 1 Nandy, Preetam Serials 1 The Annals of Statistics 1 International Journal of Approximate Reasoning 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Machine Learning Research (JMLR) Fields 3 Statistics (62-XX) 3 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 4 Publications have been cited 68 times in 50 Documents Cited by ▼ Year ▼ Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346 Hauser, Alain; Bühlmann, Peter 31 2012 High-dimensional consistency in score-based and hybrid structure learning. Zbl 1411.62144 Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. 19 2018 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021 Hauser, Alain; Bühlmann, Peter 13 2015 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530 Hauser, Alain; Bühlmann, Peter 5 2014 High-dimensional consistency in score-based and hybrid structure learning. Zbl 1411.62144 Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. 19 2018 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021 Hauser, Alain; Bühlmann, Peter 13 2015 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530 Hauser, Alain; Bühlmann, Peter 5 2014 Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346 Hauser, Alain; Bühlmann, Peter 31 2012 all cited Publications top 5 cited Publications all top 5 Cited by 107 Authors 7 Castelletti, Federico 6 Bühlmann, Peter 5 Consonni, Guido 4 Peluso, Stefano 3 Maathuis, Marloes H. 2 Fang, Zhuangyan 2 Geng, Zhi 2 Hauser, Alain 2 He, Yangbo 2 Kuipers, Jack B. 2 Liu, Yue 2 Moffa, Giusi 2 Nandy, Preetam 2 Peters, Jonas 2 Uhler, Caroline 2 Zhou, Qing 1 Bhamidi, Shankar 1 Biswas, Rahul 1 Blythe, Duncan A. J. 1 Carulla, Juan 1 Champion, Magali 1 Chang, Hyunwoong 1 Chobtham, Kiattikun 1 Christiansen, Rune 1 Constantinou, Anthony C. 1 Della Vedova, Marco L. 1 Ernest, Jan 1 Fan, Xiaocong 1 Frot, Benjamin 1 Fu, Fei 1 Gao, Yang 1 Gische, Christian 1 Gu, Jiaying 1 Han, SungWon 1 He, Xin 1 Hill, Steven M. 1 Hino, Hideitsu 1 Huang, Haiyan 1 Huang, Jireh 1 Huang, Xianzheng 1 Jia, Bochao 1 Jung, Sehee 1 Kalisch, Markus 1 Kalogerias, Dionysios S. 1 Khare, Kshitij 1 Kim, Sunghwan 1 Kitson, Neville K. 1 La Rocca, Luca 1 Landes, Jürgen 1 Li, Jingyi Jessica 1 Li, Lexin 1 Liang, Faming 1 Lim, Jayeon 1 Linusson, Svante 1 Liu, Chunchen 1 Liu, Yanfang 1 Luo, Xiang Ge 1 Martínez, Carlos Alberto 1 Michailidis, George C. 1 Mukherjee, Sach 1 Mukherjee, Somabha 1 Nikolakakis, Konstantinos E. 1 Oates, Chris J. 1 Ozkirimli, Elif 1 Pan, Wei 1 Park, Sunghoon 1 Peng, Si 1 Perković, Emilija 1 Pfister, Niklas 1 Picheny, Victor 1 Qi, Xiaolong 1 Qin, Tian 1 Restadh, Petter 1 Richter, Robin 1 Rotnitzky, Andrea G. 1 Ryu, Eun-Seok 1 Safaeian, Ramin 1 Salehkaleybar, Saber 1 Sarwate, Anand Dilip 1 Segarra, Santiago 1 Shen, Xiaotong 1 Shojaie, Ali 1 Smucler, Ezequiel 1 Solus, Liam T. 1 Sondhi, Arjun 1 Squires, Chandler 1 Stella, Fabio 1 Suter, Polina 1 Tabandeh, Mahmoud 1 Textor, Johannes 1 Van de Geer, Sara Anna 1 Vignes, Matthieu 1 Voelkle, Manuel C. 1 Wang, Junhui 1 Wang, Pei 1 Wang, Tian-Zuo 1 Wang, Yuhao 1 Williamson, Jon 1 Xu, Suwa 1 Yoon, Jeewhan ...and 7 more Authors all top 5 Cited in 26 Serials 8 Journal of Machine Learning Research (JMLR) 4 International Journal of Approximate Reasoning 4 Electronic Journal of Statistics 4 Statistics and Computing 3 The Annals of Statistics 2 Artificial Intelligence 2 Journal of the American Statistical Association 2 Statistical Science 2 Computational Statistics and Data Analysis 2 The Annals of Applied Statistics 2 Journal of Computational and Graphical Statistics 1 Psychometrika 1 Biometrics 1 International Statistical Review 1 SIAM Journal on Discrete Mathematics 1 Machine Learning 1 Neural Computation 1 Communications in Statistics. Simulation and Computation 1 The Journal of Artificial Intelligence Research (JAIR) 1 Mathematical Methods of Operations Research 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Foundations of Computational Mathematics 1 Statistical Methods and Applications 1 Bayesian Analysis 1 Journal of the Japan Statistical Society. Japanese Issue all top 5 Cited in 8 Fields 40 Statistics (62-XX) 19 Computer science (68-XX) 10 Combinatorics (05-XX) 2 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) 1 Convex and discrete geometry (52-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) Citations by Year