Mathematics & Optimization

An Algorithmic Introduction to Savings Circles AAAI 2022 An Algorithmic Theory of Markets and Their Application to Decentralized Markets AAAI 2022 An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022 Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev COLT 2022 Analysis of Pure Literal Elimination Rule for Non-uniform Random (MAX) k-SAT Problem with an Arbitrary Degree Distribution AAAI 2022 Analyzing Wrap-Up Effects through an Information-Theoretic Lens ACL 2022 An Analysis of Ensemble Sampling NeurIPS 2022 An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem NeurIPS 2022 AND/OR branch-and-bound for computational protein design optimizing K* UAI 2022 A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs NeurIPS 2022 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration IJCAI 2022 An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation AAAI 2022 An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NeurIPS 2022 An Efficient Sampling Algorithm for Non-smooth Composite Potentials JMLR 2022 A new constructive criterion for Markov equivalence of MAGs UAI 2022 A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022 An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs AAAI 2022 An Exact MaxSAT Algorithm: Further Observations and Further Improvements IJCAI 2022 An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming ICML 2022 An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022 An explore-then-commit algorithm for submodular maximization under full-bandit feedback UAI 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022 An Iterative Quantum Approach for Transformation Estimation From Point Sets CVPR 2022