Showing 1–20 of 35 results
/ Date/ Name
Apr 18, 2022Robust, Nonparametric, Efficient Decomposition of Spectral Peaks under Distortion and InterferenceSep 5, 2021Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and ClusteringSep 16, 2021A Quadratic Time Locally Optimal Algorithm for NP-hard Equal Cardinality Partition OptimizationJan 18, 2022Low Regret Binary Sampling Method for Efficient Global Optimization of Univariate FunctionsApr 4, 2023Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing Univariate Linear LossesFeb 22, 2022Nonconvex Extension of Generalized Huber Loss for Robust Learning and Pseudo-Mode StatisticsMar 10, 2022A Linearithmic Time Locally Optimal Algorithm for the Multiway Number Partition OptimizationSep 28, 2021Near-Linear Time Algorithm with Near-Logarithmic Regret Per Switch for Mixable/Exp-Concave LossesAug 13, 2021Optimal and Efficient Algorithms for General Mixable Losses against Switching OraclesOct 31, 2021Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex LossesSep 10, 2021Efficient Locally Optimal Number Set Partitioning for Scheduling, Allocation and Fair SelectionAug 28, 2021Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust StatisticsAug 19, 2021Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification ErrorAug 24, 2021Cumulative Regret Analysis of the Piyavskii--Shubert Algorithm and Its Variants for Global OptimizationMar 27, 2022Blind Source Separation for Mixture of Sinusoids with Near-Linear Computational ComplexitySep 6, 2022$1D$ to $nD$: A Meta Algorithm for Multivariate Global Optimization via Univariate OptimizersSep 19, 2020Recursive Experts: An Efficient Optimal Mixture of Learning Systems in Dynamic EnvironmentsSep 9, 2020A Generalized Online Algorithm for Translation and Scale Invariant Prediction with Expert AdviceSep 19, 2021Generalized Translation and Scale Invariant Online Algorithm for Adversarial Multi-Armed BanditsJun 6, 2022Efficient Minimax Optimal Global Optimization of Lipschitz Continuous Multivariate Functions