Mathematics & Optimization

EiGLasso for Scalable Sparse Kronecker-Sum Inverse Covariance Estimation JMLR 2022 Elixir: A High-performance and Low-cost Approach to Managing Hardware/Software Hybrid Flow Tables Considering Flow Burstiness NSDI 2022 Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees AAAI 2022 Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022 End-to-end Symbolic Regression with Transformers NeurIPS 2022 Enhanced Bilevel Optimization via Bregman Distance NeurIPS 2022 Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring AAAI 2022 Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022 Envy-Free and Pareto-Optimal Allocations for Agents with Asymmetric Random Valuations IJCAI 2022 Envy-free Policy Teaching to Multiple Agents NeurIPS 2022 Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization AAAI 2022 Equilibrium Learning in Auction Markets AAAI 2022 Equity Promotion in Online Resource Allocation AAAI 2022 Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent ICML 2022 Equivariant Priors for compressed sensing with unknown orientation ICML 2022 Error Analysis of Tensor-Train Cross Approximation NeurIPS 2022 Error Correction Code Transformer NeurIPS 2022 ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NeurIPS 2022 Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems ICLR 2022 Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning NeurIPS 2022 Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022 Estimating graphical models for count data with applications to single-cell gene network NeurIPS 2022