Optimization

A Tale of Two Efficient Value Iteration Algorithms for Solving Linear MDPs with Large Action Space AISTATS 2023 A Theory of Topological Derivatives for Inverse Rendering of Geometry ICCV 2023 A Three-regime Model of Network Pruning ICML 2023 Attention as a Guide for Simultaneous Speech Translation ACL 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 A Unified Algebraic Perspective on Lipschitz Neural Networks ICLR 2023 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs COLT 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 Fast Gradient Clipping Framework for DP-SGD NeurIPS 2023 A Unified Framework for Rank-based Loss Minimization NeurIPS 2023 A Unified Framework for Soft Threshold Pruning ICLR 2023 A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing NeurIPS 2023 A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates ICML 2023 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023 A Unified Spatial-Angular Structured Light for Single-View Acquisition of Shape and Reflectance CVPR 2023 A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning NeurIPS 2023 Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning ICML 2023 AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration ICCV 2023 AutoGO: Automated Computation Graph Optimization for Neural Network Evolution NeurIPS 2023 AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks AAAI 2023 Automated Knowledge Distillation via Monte Carlo Tree Search ICCV 2023 Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger NeurIPS 2023 Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023 Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation Interspeech 2023