Continuous Optimization

Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024 FADAS: Towards Federated Adaptive Asynchronous Optimization ICML 2024 Fair and Optimal Prediction via Post-Processing AAAI 2024 Fairness in Social Influence Maximization via Optimal Transport NeurIPS 2024 Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024 Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent AISTATS 2024 Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits ICML 2024 Fast, blind, and accurate: Tuning-free sparse regression with global linear convergence COLT 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster Maximum Inner Product Search in High Dimensions ICML 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Faster Sampling via Stochastic Gradient Proximal Sampler ICML 2024 Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NeurIPS 2024 Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024 Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching ICML 2024 Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NeurIPS 2024 Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024 Federated Optimization with Doubly Regularized Drift Correction ICML 2024 FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning NeurIPS 2024 Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression ICML 2024 First-Order Methods for Linearly Constrained Bilevel Optimization NeurIPS 2024 Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024 From Compliant to Rigid Contact Simulation: a Unified and Efficient Approach RSS 2024 From Inverse Optimization to Feasibility to ERM ICML 2024