Mathematics & Optimization

Best Arm Identification in Spectral Bandits IJCAI 2020 Better Algorithms for Estimating Non-Parametric Models in Crowd-Sourcing and Rank Aggregation COLT 2020 Better Full-Matrix Regret via Parameter-Free Online Learning NeurIPS 2020 Beyond Lazy Training for Over-parameterized Tensor Decomposition NeurIPS 2020 Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles AAAI 2020 Biased Opinion Dynamics: When the Devil is in the Details IJCAI 2020 Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound IJCAI 2020 Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020 Bilingual Acoustic Voice Variation is Similarly Structured Across Languages Interspeech 2020 Bipartite Encoding: A New Binary Encoding for Solving Non-Binary CSPs IJCAI 2020 Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection AISTATS 2020 Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer ICML 2020 Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach L4DC 2020 Black-Box Methods for Restoring Monotonicity ICML 2020 Black-Box Optimization with Local Generative Surrogates NeurIPS 2020 Black-Box Ripper: Copying black-box models using generative evolutionary algorithms NeurIPS 2020 Blur Aware Calibration of Multi-Focus Plenoptic Camera CVPR 2020 Boolean Games: Inferring Agents' Goals Using Taxation Queries IJCAI 2020 Boosting First-Order Methods by Shifting Objective: New Schemes with Faster Worst-Case Rates NeurIPS 2020 Boosting Frank-Wolfe by Chasing Gradients ICML 2020 BOSS: Bayesian Optimization over String Spaces NeurIPS 2020 BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization NeurIPS 2020 Bounded Incentives in Manipulating the Probabilistic Serial Rule AAAI 2020 Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits UAI 2020 Bounding Regret in Empirical Games AAAI 2020