Optimization

Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously ICML 2021 Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization CVPR 2021 ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization AAAI 2021 A Comprehensively Tight Analysis of Gradient Descent for PCA NeurIPS 2021 A Confidence-Based Iterative Solver of Depths and Surface Normals for Deep Multi-View Stereo ICCV 2021 A Continuous Mapping For Augmentation Design NeurIPS 2021 Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information Interspeech 2021 Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks AAAI 2021 Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection NeurIPS 2021 Active Deep Probabilistic Subsampling ICML 2021 Active Feature Acquisition with Generative Surrogate Models ICML 2021 Active Learning for Distributionally Robust Level-Set Estimation ICML 2021 Active Offline Policy Selection NeurIPS 2021 Active Slices for Sliced Stein Discrepancy ICML 2021 Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion Interspeech 2021 ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training ICML 2021 ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning AAAI 2021 Adapting to function difficulty and growth conditions in private optimization NeurIPS 2021 Adaptive Approximate Policy Iteration AISTATS 2021 Adaptive Beam Search Decoding for Discrete Keyphrase Generation AAAI 2021 Adaptive Consistency Prior Based Deep Network for Image Denoising CVPR 2021 Adaptive Diffusion in Graph Neural Networks NeurIPS 2021 Adaptive Extra-Gradient Methods for Min-Max Optimization and Games ICLR 2021 Adaptive Federated Optimization ICLR 2021 Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities AAAI 2021