Mathematics & Optimization

Continuous Submodular Maximization: Beyond DR-Submodularity NeurIPS 2020 Continuous-time Lower Bounds for Gradient-based Algorithms ICML 2020 Contra: A Programmable System for Performance-aware Routing NSDI 2020 Controllability of Control Argumentation Frameworks IJCAI 2020 Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling AISTATS 2020 Convergence and Stability of Graph Convolutional Networks on Large Random Graphs NeurIPS 2020 Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization ICML 2020 Convergence of Opinion Diffusion is PSPACE-Complete AAAI 2020 Convergence Rate of Optimal Quantization and Application to the Clustering Performance of the Empirical Measure JMLR 2020 Convergence Rates for the Stochastic Gradient Descent Method for Non-Convex Objective Functions JMLR 2020 Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization ACML 2020 Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models AISTATS 2020 Convergence Rates of Smooth Message Passing with Rounding in Entropy-Regularized MAP Inference AISTATS 2020 Convexity of b-matching Games IJCAI 2020 Convex optimization based on global lower second-order models NeurIPS 2020 Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction CVPR 2020 Cooperative Multi-player Bandit Optimization NeurIPS 2020 Cooperative Online Learning: Keeping your Neighbors Updated ALT 2020 CO-Optimal Transport NeurIPS 2020 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 Coordination without communication: optimal regret in two players multi-armed bandits COLT 2020 COPT: Coordinated Optimal Transport on Graphs NeurIPS 2020 CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020 CORE: Automatic Molecule Optimization Using Copy & Refine Strategy AAAI 2020 Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples UAI 2020