Optimization

Long-Tailed Recognition via Weight Balancing CVPR 2022 Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022 Loss Function Learning for Domain Generalization by Implicit Gradient ICML 2022 LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT ICLR 2022 LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NeurIPS 2022 Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NeurIPS 2022 Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach ICLR 2022 Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression NeurIPS 2022 Low-Precision Stochastic Gradient Langevin Dynamics ICML 2022 Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NeurIPS 2022 Low-rank Optimal Transport: Approximation, Statistics and Debiasing NeurIPS 2022 Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization JMLR 2022 LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022 LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data JMLR 2022 Ludus: An Optimization Framework to Balance Auto Battler Cards AAAI 2022 Lyapunov Design for Robust and Efficient Robotic Reinforcement Learning CoRL 2022 MABSplit: Faster Forest Training Using Multi-Armed Bandits NeurIPS 2022 Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 Machine Translation Robustness to Natural Asemantic Variation EMNLP 2022 MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection ICML 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NeurIPS 2022 Making Adversarial Examples More Transferable and Indistinguishable AAAI 2022 Making SGD Parameter-Free COLT 2022 Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NeurIPS 2022 Manifold’s English-Chinese System at WMT22 General MT Task EMNLP 2022