Optimization

Efficient Encoders for Streaming Sequence Tagging EACL 2023 Efficient Exploration in Resource-Restricted Reinforcement Learning AAAI 2023 Efficient Frequency Domain-Based Transformers for High-Quality Image Deblurring CVPR 2023 Efficient Global Planning in Large MDPs via Stochastic Primal-Dual Optimization ALT 2023 Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023 Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023 Efficient Hierarchical Entropy Model for Learned Point Cloud Compression CVPR 2023 Efficient Hyper-parameter Optimization with Cubic Regularization NeurIPS 2023 Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023 Efficient Learning of Minimax Risk Classifiers in High Dimensions UAI 2023 Efficient Low-rank Backpropagation for Vision Transformer Adaptation NeurIPS 2023 Efficiently Controlling Multiple Risks with Pareto Testing ICLR 2023 Efficient On-Device Training via Gradient Filtering CVPR 2023 Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NeurIPS 2023 Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023 Efficient Privacy-Preserving Stochastic Nonconvex Optimization UAI 2023 Efficient Quantum Algorithms for Quantum Optimal Control ICML 2023 Efficient Structure-preserving Support Tensor Train Machine JMLR 2023 Efficient Top-K Feature Selection Using Coordinate Descent Method AAAI 2023 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023 Efficient Training of Language Models using Few-Shot Learning ICML 2023 Efficient Video Prediction via Sparsely Conditioned Flow Matching ICCV 2023 eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms AAAI 2023 EINNET: Optimizing Tensor Programs with Derivation-Based Transformations OSDI 2023 Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net JMLR 2023