Optimization

Efficient Architecture Search for Diverse Tasks NeurIPS 2022 Efficient coding, channel capacity, and the emergence of retinal mosaics NeurIPS 2022 Efficient Compact Bilinear Pooling via Kronecker Product AAAI 2022 Efficient Computation of Deep Nonlinear Infinite-Width Neural Networks that Learn Features ICLR 2022 Efficient Convex Optimization Requires Superlinear Memory COLT 2022 Efficient Decentralized Stochastic Gradient Descent Method for Nonconvex Finite-Sum Optimization Problems AAAI 2022 Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022 Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity ICML 2022 Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022 Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NeurIPS 2022 Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022 Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NeurIPS 2022 Efficient Maximal Coding Rate Reduction by Variational Forms CVPR 2022 Efficient Methods for Non-stationary Online Learning NeurIPS 2022 Efficient Methods for Online Multiclass Logistic Regression ALT 2022 Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation ICML 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022 Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022 Efficient Non-Parametric Optimizer Search for Diverse Tasks NeurIPS 2022 Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics COLT 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Efficient Projection-Free Online Convex Optimization with Membership Oracle COLT 2022 Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach ICML 2022 Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022