Definition of Mathematical Concepts

Randomized Smoothing of All Shapes and Sizes

Authors: Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya Razenshteyn, Jerry Li | Published: 2020-02-19 | Updated: 2020-07-23
Training Method
Robustness Evaluation
Definition of Mathematical Concepts

Equivalence relations and $L^p$ distances between time series with application to the Black Summer Australian bushfires

Authors: Nick James, Max Menzies | Published: 2020-02-07 | Updated: 2023-02-28
Clustering methods
Data-Driven Clustering
Definition of Mathematical Concepts

Privacy-preserving parametric inference: a case for robust statistics

Authors: Marco Avella-Medina | Published: 2019-11-22
Robust Estimation
Convergence Property
Definition of Mathematical Concepts

On the Adversarial Robustness of Subspace Learning

Authors: Fuwei Li, Lifeng Lai, Shuguang Cui | Published: 2019-08-17
Definition of Mathematical Concepts
Adversarial Attack Methods
Optimization Problem

A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity

Authors: Aixiang Chen, Bingchuan Chen, Xiaolong Chai, Rui Bian, Hengguang Li | Published: 2017-10-21 | Updated: 2017-12-03
Model evaluation methods
Convergence Property
Definition of Mathematical Concepts