Mathematics & Optimization

Contract Scheduling With Predictions AAAI 2021 Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021 Controlled Text Generation as Continuous Optimization with Multiple Constraints NeurIPS 2021 Control of Unknown (Linear) Systems with Receding Horizon Learning L4DC 2021 Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions AAAI 2021 Convergence behavior of belief propagation: estimating regions of attraction via Lyapunov functions UAI 2021 Convergence of adaptive algorithms for constrained weakly convex optimization NeurIPS 2021 Convergence rates and approximation results for SGD and its continuous-time counterpart COLT 2021 Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm JMLR 2021 Convex-Concave Min-Max Stackelberg Games NeurIPS 2021 Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization ICLR 2021 Convex Regularization in Monte-Carlo Tree Search ICML 2021 ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021 Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions COLT 2021 Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback NeurIPS 2021 Coresets for Decision Trees of Signals NeurIPS 2021 Corralling Stochastic Bandit Algorithms AISTATS 2021 Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities NeurIPS 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems AAAI 2021 Corruption-robust exploration in episodic reinforcement learning COLT 2021 Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021 Cost-aware Graph Generation: A Deep Bayesian Optimization Approach AAAI 2021 Cost-effective Cloud Edge Traffic Engineering with Cascara NSDI 2021 Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR IJCAI 2021 Counting Maximal Satisfiable Subsets AAAI 2021