Optimization

Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization CVPR 2024 Efficient Learning in Polyhedral Games via Best-Response Oracles AAAI 2024 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NeurIPS 2024 Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024 Estimating Fog Parameters From an Image Sequence Using Non-Linear Optimisation WACV 2024 Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NeurIPS 2024 Exact ASP Counting with Compact Encodings AAAI 2024 Fair Participation via Sequential Policies AAAI 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers ICLR 2024 Fast Fourier Bayesian Quadrature AISTATS 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024 Fitting Flats to Flats CVPR 2024 Fixed Pattern Noise Removal for Multi-View Single-Sensor Infrared Camera WACV 2024 FOSI: Hybrid First and Second Order Optimization ICLR 2024 Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations NeurIPS 2024 From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024 Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NeurIPS 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization AISTATS 2024 Generalized Eigenvalue Problems with Generative Priors NeurIPS 2024 Generalized Fast Exact Conformalization NeurIPS 2024 Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NeurIPS 2024