Showing 1–20 of 75 results
/ Date/ Name
Jan 29, 2019Robust Learning from Untrusted SourcesMay 22, 2024Banded Square Root Matrix Factorization for Differentially Private Model TrainingJun 18, 2012The Most Persistent Soft-Clique in a Set of Sampled GraphsMay 23, 2024Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?Apr 1, 2020Object-Centric Image Generation with Factored Depths, Locations, and AppearancesJun 19, 2018Learning Equations for Extrapolation and ControlFeb 6, 2024More Flexible PAC-Bayesian Meta-Learning by Learning Learning AlgorithmsMay 26, 2025Logic Gate Neural Networks are Good for VerificationAug 28, 2014A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-OracleOct 1, 2014Learning to Transfer Privileged InformationNov 10, 2025Learning Quantized Continuous Controllers for Integer HardwareMay 17, 2025Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGDOct 12, 2022Cross-client Label Propagation for Transductive and Semi-Supervised Federated LearningOct 9, 2015Conditional Risk Minimization for Stochastic ProcessesJun 20, 2014Predicting the Future Behavior of a Time-Varying Probability DistributionMay 21, 2025Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample SizesJul 3, 2025Scalable Interconnect Learning in Boolean NetworksJan 29, 2026Matrix Factorization for Practical Continual Mean Estimation Under User-Level Differential PrivacyFeb 7, 2026Towards Robust Scaling Laws for OptimizersAug 29, 2022Generalization In Multi-Objective Machine Learning