Mathematics & Optimization

Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming IJCAI 2021 Improved Algorithms for Allen's Interval Algebra: a Dynamic Programming Approach IJCAI 2021 Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions L4DC 2021 Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions COLT 2021 Improved Complexity Bounds in Wasserstein Barycenter Problem AISTATS 2021 Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces NeurIPS 2021 Improved CP-Based Lagrangian Relaxation Approach with an Application to the TSP IJCAI 2021 Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract) IJCAI 2021 Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes NeurIPS 2021 Improved Mutual Information Estimation AAAI 2021 Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization AAAI 2021 Improved Regret Bound and Experience Replay in Regularized Policy Iteration ICML 2021 Improved Regret Bounds for Tracking Experts with Memory NeurIPS 2021 Improved Regret Bounds of Bilinear Bandits using Action Space Analysis ICML 2021 Improved Regret for Zeroth-Order Stochastic Convex Bandits COLT 2021 Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021 Improving approximate optimal transport distances using quantization UAI 2021 Improving Conditional Coverage via Orthogonal Quantile Regression NeurIPS 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021 Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding AAAI 2021 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021 Improving the Morphology and Control Policy of Self-reconfiguring Modular Robots in Dynamic Environment (Student Abstract) AAAI 2021 Improving Welfare in One-Sided Matchings using Simple Threshold Queries IJCAI 2021 Incentive-Aware PAC Learning AAAI 2021