conftrace_

concentration of measure

11 papers

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Co-occurring keywords · papers mentioning both

half space (1) lp-norm distance metric (1) random vector (1) random kitchen sink (1) adversarial vulnerability (1) kernel methods (1) neural network (1) polynomial function (1) spurious local minima (1) discrete time (1)

Papers

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NeurIPS 2021 Improved Estimation of Concentration Under ℓ_p-Norm Distance Metrics Using Half Spaces ICLR 2021 Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020 Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms. NeurIPS 2020 Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions AISTATS 2020 Word Representations Concentrate and This is Good News! CoNLL 2020 Faster Algorithms for High-Dimensional Robust Covariance Estimation COLT 2019 The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure AAAI 2019 Spurious Local Minima are Common in Two-Layer ReLU Neural Networks ICML 2018 Concentration of Multilinear Functions of the Ising Model with Applications to Network Data NeurIPS 2017 Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NeurIPS 2008