Mathematics & Optimization

Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022 Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem AAAI 2022 Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem COLT 2022 Improved Pure Exploration in Linear Bandits with No-Regret Learning IJCAI 2022 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data ICML 2022 Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022 Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs NeurIPS 2022 Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters ICML 2022 Improving Adversarial Robustness via Mutual Information Estimation ICML 2022 Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information L4DC 2022 Improving Local Search Algorithms via Probabilistic Configuration Checking AAAI 2022 Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022 Improving sign-random-projection via count sketch UAI 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 (In)Alienable Possession in Mandarin Relative Clauses AACL 2022 Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards AAAI 2022 Inconsistent Planning: When in Doubt, Toss a Coin! AAAI 2022 Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces NeurIPS 2022 Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective EMNLP 2022 Individual fairness in feature-based pricing for monopoly markets UAI 2022 Individual Representation in Approval-Based Committee Voting AAAI 2022 Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence NeurIPS 2022 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Inference and Sampling for Archimax Copulas NeurIPS 2022 Inferring Cause and Effect in the Presence of Heteroscedastic Noise ICML 2022