Mathematics & Optimization

Optimal Query Complexities for Dynamic Trace Estimation NeurIPS 2022 Optimal Rates for Regularized Conditional Mean Embedding Learning NeurIPS 2022 Optimal Sampling Gaps for Adaptive Submodular Maximization AAAI 2022 Optimal Scaling for Locally Balanced Proposals in Discrete Spaces NeurIPS 2022 Optimal SQ Lower Bounds for Robustly Learning Discrete Product Distributions and Ising Models COLT 2022 Optimal Tensor Transport AAAI 2022 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NeurIPS 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NeurIPS 2022 Optimistic Tree Searches for Combinatorial Black-Box Optimization NeurIPS 2022 Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022 Optimization for Classical Machine Learning Problems on the GPU AAAI 2022 Optimizer Amalgamation ICLR 2022 Optimizing Elimination Templates by Greedy Parameter Search CVPR 2022 Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022 Oracle Complexity in Nonsmooth Nonconvex Optimization JMLR 2022 Oracle-Efficient Online Learning for Smoothed Adversaries NeurIPS 2022 Orbital MCMC AISTATS 2022 Order Constraints in Optimal Transport ICML 2022 Order-Invariant Cardinality Estimators Are Differentially Private NeurIPS 2022 ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NeurIPS 2022 Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance NAACL 2022 Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound UAI 2022 Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022