Efficiently learning Ising models on arbitrary graphs

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Efficiently learning Ising models on arbitrary graphs

22 November 2014

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Papers citing "Efficiently learning Ising models on arbitrary graphs"

16 / 66 papers shown

Title
Learning Graphical Models Using Multiplicative Weights Adam R. Klivans Raghu Meka 93 113 0 20 Jun 2017
Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications Linus Hamilton Frederic Koehler Ankur Moitra 81 64 0 31 May 2017
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes Dimitrios Katselis Carolyn L. Beck R. Srikant 54 15 0 19 Dec 2016
Optimal structure and parameter learning of Ising models A. Lokhov Marc Vuffray Sidhant Misra Michael Chertkov 114 80 0 15 Dec 2016
Exact recovery in the Ising blockmodel Quentin Berthet Philippe Rigollet P. Srivastava TPM 117 45 0 12 Dec 2016
Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing C. Daskalakis Qinxuan Pan 53 48 0 09 Dec 2016
Testing Ising Models C. Daskalakis Nishanth Dikkala Gautam Kamath 129 101 0 09 Dec 2016
Lower Bounds on Active Learning for Graphical Model Selection Jonathan Scarlett Volkan Cevher 58 8 0 08 Jul 2016
Robust Learning of Fixed-Structure Bayesian Networks Yu Cheng Ilias Diakonikolas D. Kane Alistair Stewart OOD 124 47 0 23 Jun 2016
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 112 253 0 07 Jun 2016
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models Marc Vuffray Sidhant Misra A. Lokhov Michael Chertkov 92 111 0 24 May 2016
Learning a Tree-Structured Ising Model in Order to Make Predictions Guy Bresler Mina Karzand 104 46 0 22 Apr 2016
Estimating the interaction graph of stochastic neural dynamics A. Duarte A. Galves E. Löcherbach G. Ost 52 20 0 01 Apr 2016
Efficient Neighborhood Selection for Gaussian Graphical Models Yingxiang Yang Jalal Etesami Negar Kiyavash TPM 41 1 0 22 Sep 2015
Inference in Ising Models B. Bhattacharya Soumendu Sundar Mukherjee 83 58 0 25 Jul 2015
Minimax rates of entropy estimation on large alphabets via best polynomial approximation Yihong Wu Pengkun Yang 161 220 0 01 Jul 2014