Optimization

Fast, blind, and accurate: Tuning-free sparse regression with global linear convergence COLT 2024 Fast Diffusion EM: A Diffusion Model for Blind Inverse Problems With Application to Deconvolution WACV 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster Adaptive Decentralized Learning Algorithms ICML 2024 Faster Algorithms for User-Level Private Stochastic Convex Optimization NeurIPS 2024 Faster Convergence with MultiWay Preferences AISTATS 2024 Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning NeurIPS 2024 Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NeurIPS 2024 Faster Local Solvers for Graph Diffusion Equations NeurIPS 2024 Faster Maximum Inner Product Search in High Dimensions ICML 2024 Faster Optimal Coalition Structure Generation via Offline Coalition Selection and Graph-Based Search IJCAI 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Faster Repeated Evasion Attacks in Tree Ensembles NeurIPS 2024 Faster Sampling via Stochastic Gradient Proximal Sampler ICML 2024 Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo COLT 2024 Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization AAAI 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NeurIPS 2024 Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NeurIPS 2024 Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms NeurIPS 2024 Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024 Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization JMLR 2024 Fast Proxy Experiment Design for Causal Effect Identification NeurIPS 2024