Showing 1–20 of 51 results
/ Date/ Name
Feb 8, 2022The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and RefittingMar 7, 2019A Rank-1 Sketch for Matrix Multiplicative WeightsMay 31, 2019Unlabeled Data Improves Adversarial RobustnessDec 7, 2013Optimal rates for zero-order convex optimization: the power of two function evaluationsNov 6, 2017Unsupervised Transformation Learning via Convex RelaxationsApr 11, 2018Derivative free optimization via repeated classificationApr 7, 2012The asymptotics of ranking algorithmsDec 2, 2016Gradient Descent Finds the Cubic-Regularized Non-Convex Newton StepAug 10, 2020Robust Validation: Confident Predictions Even When Distributions ShiftAug 4, 2015Asynchronous stochastic convex optimizationMar 25, 2024Predictive Inference in Multi-environment ScenariosMar 20, 2019The importance of better models in stochastic optimizationJun 24, 2018Analysis of Krylov Subspace Solutions of Regularized Nonconvex Quadratic ProblemsNov 2, 2023PPI++: Efficient Prediction-Powered InferenceFeb 13, 2024An information-theoretic lower bound in time-uniform estimationApr 28, 2011Distributed Delayed Stochastic OptimizationNov 12, 2013Distance-based and continuum Fano inequalities with applications to statistical estimationSep 19, 2012Comunication-Efficient Algorithms for Statistical OptimizationOct 12, 2020Large-Scale Methods for Distributionally Robust OptimizationJun 24, 2020Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations