Optimization

Exploration strategies for articulatory synthesis of complex syllable onsets Interspeech 2022 Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022 Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022 Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability NeurIPS 2022 Exponential Family Model-Based Reinforcement Learning via Score Matching NeurIPS 2022 Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks EMNLP 2022 Extensions to the Proximal Distance Method of Constrained Optimization JMLR 2022 Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods NeurIPS 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NeurIPS 2022 Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022 Fair and Optimal Decision Trees: A Dynamic Programming Approach NeurIPS 2022 Fair Representation Learning through Implicit Path Alignment ICML 2022 Fast AdvProp ICLR 2022 Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022 Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022 Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 Fast and Provable Nonconvex Tensor RPCA ICML 2022 Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022 Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models ICML 2022 Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions ICML 2022 Fast Differentiable Matrix Square Root ICLR 2022 Fast Distributionally Robust Learning with Variance-Reduced Min-Max Optimization AISTATS 2022 Faster Algorithms for Learning Convex Functions ICML 2022