Mathematics

Estimation of Entropy in Constant Space with Improved Sample Complexity NeurIPS 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Evaluating Extreme Hierarchical Multi-label Classification ACL 2022 Exact Community Recovery in Correlated Stochastic Block Models COLT 2022 Exact Community Recovery over Signed Graphs AISTATS 2022 Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022 Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NeurIPS 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Explaining Preferences by Multiple Patterns in Voters’ Behavior IJCAI 2022 Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022 FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 Fair Disaster Containment via Graph-Cut Problems AISTATS 2022 Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022 Faster and Scalable Algorithms for Densest Subgraph and Decomposition NeurIPS 2022 Faster Linear Algebra for Distance Matrices NeurIPS 2022 Faster Noisy Power Method ALT 2022 Fast Heuristic Detection of Offensive Words in Wordwheel Puzzles AAAI 2022 Fast Relative Entropy Coding with A* coding ICML 2022 Fast Stagewise Sparse Factor Regression JMLR 2022 Federated Myopic Community Detection with One-shot Communication AISTATS 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022 Filtration-Enhanced Graph Transformation IJCAI 2022 Finding Dataset Shortcuts with Grammar Induction EMNLP 2022