Continuous Optimization

Bayesian Continuous-Time Tucker Decomposition ICML 2022 Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization NeurIPS 2022 Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022 Big-Step-Little-Step: Efficient Gradient Methods for Objectives with Multiple Scales COLT 2022 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 Camera Pose Estimation Using Implicit Distortion Models CVPR 2022 CCCP is Frank-Wolfe in disguise NeurIPS 2022 Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NeurIPS 2022 Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022 CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders NeurIPS 2022 Closed-Form Diffeomorphic Transformations for Time Series Alignment ICML 2022 Clustering with Semidefinite Programming and Fixed Point Iteration JMLR 2022 Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022 Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022 Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration CVPR 2022 Collision Detection Accelerated: An Optimization Perspective RSS 2022 Combining Constraint Solving and Bayesian Techniques for System Optimization IJCAI 2022 Complex Momentum for Optimization in Games AISTATS 2022 Compressible-composable NeRF via Rank-residual Decomposition NeurIPS 2022 Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022 Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022 Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022 Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022 Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022