Mathematics & Optimization

CountSketches, Feature Hashing and the Median of Three ICML 2021 Couplings for Multinomial Hamiltonian Monte Carlo AISTATS 2021 Coupon Design in Advertising Systems AAAI 2021 Covariance-Aware Private Mean Estimation Without Private Covariance Estimation NeurIPS 2021 Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments Interspeech 2021 Crossing Cuts Polygonal Puzzles: Models and Solvers CVPR 2021 Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021 Crystallization Learning with the Delaunay Triangulation ICML 2021 Cumulants of Hawkes Processes are Robust to Observation Noise ICML 2021 Custom-Design of FDR Encodings: The Case of Red-Black Planning IJCAI 2021 Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning AAAI 2021 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021 DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021 Data-Driven Abstraction of Monotone Systems L4DC 2021 Data-driven Competitive Algorithms for Online Knapsack and Set Cover AAAI 2021 Data-Driven Controller Design via Finite-Horizon Dissipativity L4DC 2021 Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021 Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021 Data-Driven Reachability Analysis Using Matrix Zonotopes L4DC 2021 Data-Driven System Level Synthesis L4DC 2021 Debiasing Evaluations That Are Biased by Evaluations AAAI 2021 DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training ICCV 2021 Decentralized Learning in Online Queuing Systems NeurIPS 2021 Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021