Optimization

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022 Minimax M-estimation under Adversarial Contamination ICML 2022 Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification NeurIPS 2022 Minimax Optimization with Smooth Algorithmic Adversaries ICLR 2022 Minimax Regret for Partial Monitoring: Infinite Outcomes and Rustichini’s Regret COLT 2022 Minimax Regret Optimization for Robust Machine Learning under Distribution Shift COLT 2022 Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems ALT 2022 Minimizing Control for Credit Assignment with Strong Feedback ICML 2022 Minimum latency training of sequence transducers for streaming end-to-end speech recognition Interspeech 2022 Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently NeurIPS 2022 Mirror Descent Policy Optimization ICLR 2022 Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance COLT 2022 Mismatched No More: Joint Model-Policy Optimization for Model-Based RL NeurIPS 2022 Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models ACL 2022 MLP-3D: A MLP-Like 3D Architecture With Grouped Time Mixing CVPR 2022 MMA: Multi-Camera Based Global Motion Averaging AAAI 2022 MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022 Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022 Model Agnostic Sample Reweighting for Out-of-Distribution Learning ICML 2022 Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems EMNLP 2022 Model-free Policy Learning with Reward Gradients AISTATS 2022 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022 Modular Switch Programming Under Resource Constraints NSDI 2022 Module-Aware Optimization for Auxiliary Learning NeurIPS 2022 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022