Mathematics & Optimization

Orthogonal Statistical Learning with Self-Concordant Loss COLT 2022 OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022 OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022 Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022 Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions NeurIPS 2022 Overparameterization from Computational Constraints NeurIPS 2022 Ownership Concentration and Wealth Inequality in Russia IJCAI 2022 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 PAC Mode Estimation using PPR Martingale Confidence Sequences AISTATS 2022 PageRank for Edges: Axiomatic Characterization AAAI 2022 Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding ICML 2022 Parameter-free Mirror Descent COLT 2022 Parameter-Free Online Linear Optimization with Side Information via Universal Coin Betting AISTATS 2022 Parameter-free Regret in High Probability with Heavy Tails NeurIPS 2022 Parameterized Algorithms for Kidney Exchange IJCAI 2022 Parameterized Approximation Algorithms for K-center Clustering and Variants AAAI 2022 Parameterized Complexity of Hotelling-Downs with Party Nominees IJCAI 2022 Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NeurIPS 2022 Parametric Bootstrap for Differentially Private Confidence Intervals AISTATS 2022 Pareto Optimal Model Selection in Linear Bandits AISTATS 2022 Pareto Set Learning for Expensive Multi-Objective Optimization NeurIPS 2022 Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization ICLR 2022 Partially Does It: Towards Scene-Level FG-SBIR With Partial Input CVPR 2022 Partial Wasserstein Covering AAAI 2022