Showing 1–20 of 38 results
/ Date/ Name
Mar 31, 2012Improved matrix algorithms via the Subsampled Randomized Hadamard TransformSep 27, 2019Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 TasksMay 30, 2018Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using AlchemistFeb 10, 2021TINKER: A framework for Open source Cyberthreat IntelligenceMar 7, 2013Revisiting the Nystrom Method for Improved Large-Scale Machine LearningNov 12, 2013Spectral Clustering via the Power Method -- ProvablySep 8, 2011The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration InequalitiesJun 8, 2021Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code GenerationApr 16, 2021NoisyCUR: An algorithm for two-cost budgeted matrix completionApr 27, 2021Learning Fair Canonical Polyadical Decompositions using a Kernel Independence CriterionSep 5, 2024Iterative thresholding for non-linear learning in the strong $\varepsilon$-contamination modelJun 20, 2020MALOnt: An Ontology for Malware Threat IntelligenceApr 7, 2015Tensor machines for learning target-specific polynomial featuresJun 9, 2017Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error BoundsJan 14, 2017Breaking Locality Accelerates Block Gauss-SeidelApr 22, 2011Tail bounds for all eigenvalues of a sum of random matricesJun 3, 2018Alchemist: An Apache Spark <=> MPI InterfaceJul 8, 2021Output Randomization: A Novel Defense for both White-box and Black-box Adversarial ModelsFeb 16, 2017Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model AveragingFeb 10, 2021Sparse graph based sketching for fast numerical linear algebra