Ihler, Alex

11 publications

UAI 2022 NeuroBE: Escalating Neural Network Approximations of Bucket Elimination Sakshi Agarwal, Kalev Kask, Alex Ihler, Rina Dechter

NeurIPS 2018 Lifted Weighted Mini-Bucket Nicholas Gallo, Alex Ihler

NeurIPS 2017 Dynamic Importance Sampling for Anytime Bounds of the Partition Function Qi Lou, Rina Dechter, Alex Ihler

NeurIPS 2016 Learning Infinite RBMs with Frank-Wolfe Wei Ping, Qiang Liu, Alex Ihler

NeurIPS 2015 Decomposition Bounds for Marginal MAP Wei Ping, Qiang Liu, Alex Ihler

NeurIPS 2015 Probabilistic Variational Bounds for Graphical Models Qiang Liu, John W. Fisher Iii, Alex Ihler

NeurIPS 2014 Distributed Estimation, Information Loss and Exponential Families Qiang Liu, Alex Ihler

ICML 2014 Marginal Structured SVM with Hidden Variables Wei Ping, Qiang Liu, Alex Ihler

NeurIPS 2013 Scoring Workers in Crowdsourcing: How Many Control Questions Are Enough? Qiang Liu, Alex Ihler, Mark Steyvers

NeurIPS 2013 Variational Planning for Graph-Based MDPs Qiang Cheng, Qiang Liu, Feng Chen, Alex Ihler

NeurIPS 2012 Variational Inference for Crowdsourcing Qiang Liu, Jian Peng, Alex Ihler