Mathematics & Optimization

An FPTAS for Computing Nash Equilibrium in Resource Graph Games IJCAI 2018 An Information-Theoretic Analysis for Thompson Sampling with Many Actions NeurIPS 2018 An Information Theory based Approach to Multisource Clustering IJCAI 2018 An Iterative, Sketching-based Framework for Ridge Regression ICML 2018 An Optimal Learning Algorithm for Online Unconstrained Submodular Maximization COLT 2018 An Optimization Approach to Learning Falling Rule Lists AISTATS 2018 An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms Interspeech 2018 An Order-based Algorithm for Learning Structure of Bayesian Networks PGM 2018 A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018 Anytime Focal Search with Applications IJCAI 2018 Approval-Based Multi-Winner Rules and Strategic Voting IJCAI 2018 Approximate message passing for amplitude based optimization ICML 2018 Approximate Nearest Neighbors in Limited Space COLT 2018 Approximate Ranking from Pairwise Comparisons AISTATS 2018 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 Approximating Fair Queueing on Reconfigurable Switches NSDI 2018 Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models PGM 2018 Approximation algorithms for stochastic clustering NeurIPS 2018 Approximation Guarantees for Adaptive Sampling ICML 2018 Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018 A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018 A Property Testing Framework for the Theoretical Expressivity of Graph Kernels IJCAI 2018 A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018 A Reactive Strategy for High-Level Consistency During Search IJCAI 2018 A Real-Time Game Theoretic Planner for Autonomous Two-Player Drone Racing RSS 2018