Mathematics & Optimization

Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design ICML 2021 Bias and Variance of Post-processing in Differential Privacy AAAI 2021 Bias-corrected peaks-over-threshold estimation of the CVaR UAI 2021 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021 Bilevel Optimization: Convergence Analysis and Enhanced Design ICML 2021 Bilinear Parameterization for Non-Separable Singular Value Penalties CVPR 2021 Binary Matrix Factorisation via Column Generation AAAI 2021 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021 Black-Box Control for Linear Dynamical Systems COLT 2021 Black Box Probabilistic Numerics NeurIPS 2021 Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity JMLR 2021 Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021 BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021 Boosting for Online Convex Optimization ICML 2021 Bootstrapping Battery-free Wireless Networks: Efficient Neighbor Discovery and Synchronization in the Face of Intermittency NSDI 2021 Bootstrapping the Error of Oja's Algorithm NeurIPS 2021 BOSS: A Bi-directional Search Technique for Optimal Coalition Structure Generation with Minimal Overlapping (Student Abstract) AAAI 2021 Bounded-cost Search Using Estimates of Uncertainty IJCAI 2021 Bounded Predicates in Description Logics with Counting IJCAI 2021 Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory AAAI 2021 Bounding Causal Effects on Continuous Outcome AAAI 2021 Branch and Price for Bus Driver Scheduling with Complex Break Constraints AAAI 2021 Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints COLT 2021 Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional Gradient Methods Using MaxIP Data-structures NeurIPS 2021