Mathematics & Optimization

ALGAMES: A Fast Solver for Constrained Dynamic Games RSS 2020 Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020 Algorithms for Manipulating Sequential Allocation AAAI 2020 All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NeurIPS 2020 All-Pay Bidding Games on Graphs AAAI 2020 Almost Group Envy-free Allocation of Indivisible Goods and Chores IJCAI 2020 A Locally Adaptive Bayesian Cubature Method AISTATS 2020 A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020 A Lyapunov analysis for accelerated gradient methods: from deterministic to stochastic case AISTATS 2020 A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change ICML 2020 A mathematical theory of cooperative communication NeurIPS 2020 A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NeurIPS 2020 A MaxSAT-Based Framework for Group Testing AAAI 2020 A mean-field analysis of two-player zero-sum games NeurIPS 2020 A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings NeurIPS 2020 A Model of Fake Data in Data-driven Analysis JMLR 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020 Amortized Nesterov’s Momentum: A Robust Momentum and Its Application to Deep Learning UAI 2020 A Multiarmed Bandit Based Incentive Mechanism for a Subset Selection of Customers for Demand Response in Smart Grids AAAI 2020 A Multi-Objective Approach to Mitigate Negative Side Effects IJCAI 2020 A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020 A Multi-Unit Profit Competitive Mechanism for Cellular Traffic Offloading AAAI 2020 An Õ(m/ε^3.5)-Cost Algorithm for Semidefinite Programs with Diagonal Constraints COLT 2020 An Accelerated DFO Algorithm for Finite-sum Convex Functions ICML 2020 An adaptive stochastic optimization algorithm for resource allocation ALT 2020