Mathematics & Optimization

CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information ICML 2020 Coarse Correlation in Extensive-Form Games AAAI 2020 Coded Sequential Matrix Multiplication For Straggler Mitigation NeurIPS 2020 Co-exposure Maximization in Online Social Networks NeurIPS 2020 Cogradient Descent for Bilinear Optimization CVPR 2020 CoinPress: Practical Private Mean and Covariance Estimation NeurIPS 2020 Collaborative Exploration in Stochastic Multi-Player Bandits ACML 2020 Comb Decoding towards Collision-Free WiFi NSDI 2020 Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints IJCAI 2020 Combinatorial Pure Exploration for Dueling Bandit ICML 2020 Communication, Distortion, and Randomness in Metric Voting AAAI 2020 Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction JMLR 2020 Communication-Efficient Distributed PCA by Riemannian Optimization ICML 2020 Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian NeurIPS 2020 Community detection using fast low-cardinality semidefinite programming NeurIPS 2020 Comparing Election Methods Where Each Voter Ranks Only Few Candidates AAAI 2020 Competing Bandits in Matching Markets AISTATS 2020 Complete Dictionary Learning via ℓ_p-norm Maximization UAI 2020 Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020 Complexity Guarantees for Polyak Steps with Momentum COLT 2020 Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions ICML 2020 Computational and Statistical Tradeoffs in Inferring Combinatorial Structures of Ising Model ICML 2020 Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues IJCAI 2020 Computing Equilibria in Binary Networked Public Goods Games AAAI 2020 Computing Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games AAAI 2020