Optimization

Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024 Extreme Compression of Large Language Models via Additive Quantization ICML 2024 Extremely Greedy Equivalence Search UAI 2024 FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting Guidance CVPR 2024 Facility Location Problems with Capacity Constraints: Two Facilities and Beyond IJCAI 2024 FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing NeurIPS 2024 FADAS: Towards Federated Adaptive Asynchronous Optimization ICML 2024 Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent AISTATS 2024 Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium NeurIPS 2024 Fair Classifiers that Abstain without Harm ICLR 2024 Fairness in Social Influence Maximization via Optimal Transport NeurIPS 2024 Fairness in Submodular Maximization over a Matroid Constraint AISTATS 2024 Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples AAAI 2024 Fair Participation via Sequential Policies AAAI 2024 Fair Resource Allocation in Multi-Task Learning ICML 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Fair Wasserstein Coresets NeurIPS 2024 FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces OSDI 2024 Fake It Till Make It: Federated Learning with Consensus-Oriented Generation ICLR 2024 Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024 Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning ICML 2024 Fast and Adversarial Robust Kernelized SDU Learning AISTATS 2024 Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes AAAI 2024 Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks AutoML 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024