Continuous Optimization

On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022 On the Initialization for Convex-Concave Min-max Problems ALT 2022 On the Oracle Complexity of Higher-Order Smooth Non-Convex Finite-Sum Optimization AISTATS 2022 Open Problem: Running time complexity of accelerated ℓ_1-regularized PageRank COLT 2022 OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression L4DC 2022 Optimal Algorithms for Stochastic Multi-Level Compositional Optimization ICML 2022 Optimal and Adaptive Monteiro-Svaiter Acceleration NeurIPS 2022 Optimal Anonymous Independent Reward Scheme Design IJCAI 2022 Optimal Comparator Adaptive Online Learning with Switching Cost NeurIPS 2022 Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022 Optimal Efficiency-Envy Trade-Off via Optimal Transport NeurIPS 2022 Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity NeurIPS 2022 Optimality and Stability in Non-Convex Smooth Games JMLR 2022 Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NeurIPS 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 Optimization for Classical Machine Learning Problems on the GPU AAAI 2022 Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022 Oracle Complexity in Nonsmooth Nonconvex Optimization JMLR 2022 Order Constraints in Optimal Transport ICML 2022 Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound UAI 2022 OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022 Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022