Showing 1–20 of 93 results
/ Date/ Name
May 13, 2010Robustness and GeneralizationFeb 24, 2010Principal Component Analysis with Contaminated Data: The High Dimensional CaseJun 18, 2024Transforming Surgical Interventions with Embodied Intelligence for Ultrasound RoboticsMar 25, 2008Robustness and Regularization of Support Vector MachinesMay 1, 2024Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound ScanningOct 20, 2010Robust PCA via Outlier PursuitNov 11, 2008Robust Regression and LassoMar 21, 2021Maximal $L^1$ regularity for solutions to inhomogeneous incompressible Navier-Stokes equationsNov 16, 2023PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsFeb 10, 2011Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffsApr 25, 2021Gaussian bounds of fundamental matrix and maximal $L^1$ regularity for Lamé system with rough coefficientsMay 25, 2019Large Scale Markov Decision Processes with Changing RewardsJun 2, 2020Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization PerspectiveMay 20, 2018Projection-Free Algorithms in Statistical EstimationJun 4, 2019Bayesian Active Learning With Abstention FeedbacksJun 18, 2012Stability of matrix factorization for collaborative filteringJun 12, 2014Online Optimization for Large-Scale Max-Norm RegularizationOct 28, 2015On the Well-posedness of 2-D Incompressible Navier-Stokes Equations with Variable Viscosity in Critical SpacesDec 8, 2015Online CrowdsourcingApr 25, 2011Clustering Partially Observed Graphs via Convex Optimization