Optimization

Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NeurIPS 2023 Explainable and Efficient Randomized Voting Rules NeurIPS 2023 Explainable Data-Driven Optimization: From Context to Decision and Back Again ICML 2023 Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023 Explicit Regularization in Overparametrized Models via Noise Injection AISTATS 2023 Exploiting hidden structures in non-convex games for convergence to Nash equilibrium NeurIPS 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS AutoML 2023 Exploration on Physics-Informed Neural Networks on Partial Differential Equations (Student Abstract) AAAI 2023 Exploring Lottery Prompts for Pre-trained Language Models ACL 2023 Exponentially Convergent Algorithms for Supervised Matrix Factorization NeurIPS 2023 ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ICCV 2023 Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Interspeech 2023 Factual Consistency Oriented Speech Recognition Interspeech 2023 Failure-Aware Gaussian Process Optimization with Regret Bounds NeurIPS 2023 Fair and Efficient Allocation of Indivisible Chores with Surplus IJCAI 2023 Fairness in Matching under Uncertainty ICML 2023 Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023 FAMO: Fast Adaptive Multitask Optimization NeurIPS 2023 Fantastic Style Channels and Where To Find Them: A Submodular Framework for Discovering Diverse Directions in GANs WACV 2023 Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023 Farsighted Probabilistic Sampling: A General Strategy for Boosting Local Search MaxSAT Solvers AAAI 2023 Fast (1+ε)-Approximation Algorithms for Binary Matrix Factorization ICML 2023 Fast Algorithms for Distributed k-Clustering with Outliers ICML 2023 Fast, Approximate Vector Queries on Very Large Unstructured Datasets NSDI 2023 Fast Attention Requires Bounded Entries NeurIPS 2023