Continuous Optimization

A Unified Approach for Maximizing Continuous DR-submodular Functions NeurIPS 2023 A Unified Approach to Controlling Implicit Regularization via Mirror Descent JMLR 2023 A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization NeurIPS 2023 A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023 A Unified Framework for Rank-based Loss Minimization NeurIPS 2023 A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing NeurIPS 2023 A Variational Perspective on High-Resolution ODEs NeurIPS 2023 Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity ICML 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization ICML 2023 Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time NeurIPS 2023 Beyond the Golden Ratio for Variational Inequality Algorithms JMLR 2023 Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm NeurIPS 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Blackbox optimization of unimodal functions UAI 2023 Block Broyden's Methods for Solving Nonlinear Equations NeurIPS 2023 Block-Coordinate Methods and Restarting for Solving Extensive-Form Games NeurIPS 2023 Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization NeurIPS 2023 Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures ICML 2023 Building Rearticulable Models for Arbitrary 3D Objects From 4D Point Clouds CVPR 2023 Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NeurIPS 2023 Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023 Chordal Averaging on Flag Manifolds and Its Applications ICCV 2023 CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure AutoML 2023 CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023