Mathematics & Optimization

ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization AAAI 2021 A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling AISTATS 2021 A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems AAAI 2021 A Comprehensively Tight Analysis of Gradient Descent for PCA NeurIPS 2021 A Computationally Efficient Method for Learning Exponential Family Distributions NeurIPS 2021 A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering NeurIPS 2021 A constrained risk inequality for general losses AISTATS 2021 A Continuous Mapping For Augmentation Design NeurIPS 2021 A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination EMNLP 2021 A Cross-Dialectal Comparison of Apical Vowels in Beijing Mandarin, Northeastern Mandarin and Southwestern Mandarin: An EMA and Ultrasound Study Interspeech 2021 ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021 Active Learning for Distributionally Robust Level-Set Estimation ICML 2021 Active Learning of Convex Halfspaces on Graphs NeurIPS 2021 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable NeurIPS 2021 Active Slices for Sliced Stein Discrepancy ICML 2021 Adapting to Delays and Data in Adversarial Multi-Armed Bandits ICML 2021 Adapting to function difficulty and growth conditions in private optimization NeurIPS 2021 Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback AAAI 2021 Adaptive estimation of nonparametric functionals JMLR 2021 Adaptive Experimental Design for Optimizing Combinatorial Structures IJCAI 2021 Adaptive Extra-Gradient Methods for Min-Max Optimization and Games ICLR 2021 Adaptive First-Order Methods Revisited: Convex Minimization without Lipschitz Requirements NeurIPS 2021 Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities AAAI 2021 Adaptive Learning in Continuous Games: Optimal Regret Bounds and Convergence to Nash Equilibrium COLT 2021 Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality ICML 2021