Ofer Meshi

Publications by Year

Research Areas

Machine Learning and Algorithms, Machine Learning and Data Classification, Advanced Bandit Algorithms Research, Bayesian Modeling and Causal Inference, Error Correcting Code Techniques

Most-Cited Works

• Learning Efficiently with Approximate Inference via Dual Losses(2010)
• → An Alternating Direction Method for Dual MAP LP Relaxation(2011)69 cited
• → Evolutionary conservation and over-representation of functionally enriched network patterns in the yeast regulatory network(2007)55 cited
• → Convexifying the Bethe Free Energy(2012)44 cited
• → Seq2Slate: Re-ranking and Slate Optimization with RNNs(2018)43 cited
• → Template Based Inference in Symmetric Relational Markov Random Fields(2012)41 cited
• Convergence Rate Analysis of MAP Coordinate Minimization Algorithms(2012)
• Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes(2016)
• More data means less inference: A pseudo-max approach to structured learning(2010)
• Smooth and strong: MAP inference with linear convergence(2015)