Optimization

Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Permutation-Based SGD: Is Random Optimal? ICLR 2022 Permutation Search of Tensor Network Structures via Local Sampling ICML 2022 Pessimism for Offline Linear Contextual Bandits using ℓ_p Confidence Sets NeurIPS 2022 Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage ICLR 2022 Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity ICML 2022 p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022 Phase Vocoder For Time Stretch Based On Center Frequency Estimation Interspeech 2022 Phragmén Rules for Degressive and Regressive Proportionality IJCAI 2022 Physical Simulation Layer for Accurate 3D Modeling CVPR 2022 PISA: PoIncaré Saliency-Aware Interpolative Augmentation Interspeech 2022 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022 Plenoxels: Radiance Fields Without Neural Networks CVPR 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 PoF: Post-Training of Feature Extractor for Improving Generalization ICML 2022 Poisson Flow Generative Models NeurIPS 2022 Policy Learning and Evaluation with Randomized Quasi-Monte Carlo AISTATS 2022 Policy Optimization with Stochastic Mirror Descent AAAI 2022 Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally ALT 2022 Post-Hoc Interpretation of Transformer Hyperparameters with Explainable Boosting Machines EMNLP 2022 Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022 Practically Correct, Just-in-Time Shell Script Parallelization OSDI 2022 Practical Over-the-air Perceptual AcousticWatermarking Interspeech 2022 Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums AISTATS 2022 Preconditioning for Scalable Gaussian Process Hyperparameter Optimization ICML 2022