Continuous Optimization

AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation CVPR 2022 Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract) IJCAI 2022 Alternating Mirror Descent for Constrained Min-Max Games NeurIPS 2022 A Momentumized, Adaptive, Dual Averaged Gradient Method JMLR 2022 A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022 A Nonconvex Framework for Structured Dynamic Covariance Recovery JMLR 2022 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022 Approximate Secular Equations for the Cubic Regularization Subproblem NeurIPS 2022 A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization NeurIPS 2022 ARCS: Accurate Rotation and Correspondence Search CVPR 2022 A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles IJCAI 2022 A Riemannian Framework for Analysis of Human Body Surface WACV 2022 A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization ICML 2022 A speech enhancement method for long-range speech acquisition task Interspeech 2022 A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms ICML 2022 Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022 A Unifying Framework for Variance-Reduced Algorithms for Findings Zeroes of Monotone operators JMLR 2022 Automatic differentiation of nonsmooth iterative algorithms NeurIPS 2022 A Variant of Anderson Mixing with Minimal Memory Size NeurIPS 2022 A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy AISTATS 2022 Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022