Optimization

COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NeurIPS 2022 Collocation Methods for Second Order Systems RSS 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Combating the instability of mutual information-based losses via regularization UAI 2022 Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction CVPR 2022 Communicating via Markov Decision Processes ICML 2022 Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox NeurIPS 2022 Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization AISTATS 2022 Communication-Efficient Adaptive Federated Learning ICML 2022 Communication Efficient Distributed Learning for Kernelized Contextual Bandits NeurIPS 2022 Communication-efficient Distributed Learning for Large Batch Optimization ICML 2022 Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound ICLR 2022 Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022 Complex Momentum for Optimization in Games AISTATS 2022 Compositional Training for End-to-End Deep AUC Maximization ICLR 2022 Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022 Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract) IJCAI 2022 Computing D-Stationary Points of $ρ$-Margin Loss SVM AISTATS 2022 Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022 Concurrent Adversarial Learning for Large-Batch Training ICLR 2022 Confident Approximate Policy Iteration for Efficient Local Planning in q^π-realizable MDPs NeurIPS 2022 Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022 Conformer Space Neural Architecture Search for Multi-Task Audio Separation Interspeech 2022 Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ICML 2022 Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning NeurIPS 2022