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Lecture Notes: Selected topics on robust statistical learning theory

Lecture Notes: Selected topics on robust statistical learning theory

28 August 2019
M. Lerasle
    OOD
ArXiv (abs)PDFHTML

Papers citing "Lecture Notes: Selected topics on robust statistical learning theory"

19 / 19 papers shown
Convex Clustering Redefined: Robust Learning with the Median of Means Estimator
Convex Clustering Redefined: Robust Learning with the Median of Means Estimator
Sourav De
Koustav Chowdhury
Bibhabasu Mandal
Sagar Ghosh
Swagatam Das
Debolina Paul
Saptarshi Chakraborty
134
0
0
12 Nov 2025
Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees
Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees
Nan Jiang
Tengyang Xie
OffRL
239
16
0
05 Oct 2025
Learning pure quantum states (almost) without regret
Learning pure quantum states (almost) without regret
Josep Lumbreras
Mikhail Terekhov
Marco Tomamichel
323
6
0
26 Jun 2024
Principal eigenstate classical shadows
Principal eigenstate classical shadows
Daniel Grier
Hakop Pashayan
Luke Schaeffer
145
4
0
22 May 2024
On the Curses of Future and History in Future-dependent Value Functions
  for Off-policy Evaluation
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
Yuheng Zhang
Nan Jiang
OffRL
326
7
0
22 Feb 2024
On deviation probabilities in non-parametric regression
On deviation probabilities in non-parametric regressionLatin American Journal of Probability and Mathematical Statistics (ALEA), 2023
Anna Ben-Hamou
A. Guyader
306
1
0
25 Jan 2023
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs
Fang Xie
Lihu Xu
Qiuran Yao
Huiming Zhang
295
0
0
28 Dec 2022
Sample-optimal classical shadows for pure states
Sample-optimal classical shadows for pure states
Daniel Grier
Hakop Pashayan
Luke Schaeffer
226
27
0
21 Nov 2022
Concentration inequalities of MLE and robust MLE
Concentration inequalities of MLE and robust MLE
Xiaowei Yang
Xinqiao Liu
Haoyu Wei
334
4
0
17 Oct 2022
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite
  Variance Assumption
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance AssumptionJournal of machine learning research (JMLR), 2022
Lihu Xu
Fang Yao
Qiuran Yao
Huiming Zhang
340
17
0
10 Jan 2022
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates
  and Model Misspecification
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification
Saptarshi Chakraborty
Debolina Paul
Swagatam Das
OOD
299
0
0
06 Jan 2022
Uniform Concentration Bounds toward a Unified Framework for Robust
  Clustering
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering
Debolina Paul
Saptarshi Chakraborty
Swagatam Das
Jason Xu
189
18
0
27 Oct 2021
Concentration study of M-estimators using the influence function
Concentration study of M-estimators using the influence functionElectronic Journal of Statistics (EJS), 2021
Timothée Mathieu
449
13
0
09 Apr 2021
Robust Principal Component Analysis: A Median of Means Approach
Robust Principal Component Analysis: A Median of Means ApproachIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Debolina Paul
Saptarshi Chakraborty
Swagatam Das
258
14
0
05 Feb 2021
Sharper Sub-Weibull Concentrations
Sharper Sub-Weibull Concentrations
Huiming Zhang
Haoyu Wei
387
23
0
04 Feb 2021
A spectral algorithm for robust regression with subgaussian rates
A spectral algorithm for robust regression with subgaussian rates
Jules Depersin
274
14
0
12 Jul 2020
Robust Kernel Density Estimation with Median-of-Means principle
Robust Kernel Density Estimation with Median-of-Means principle
Pierre Humbert
B. L. Bars
Ludovic Minvielle
Nicolas Vayatis
202
19
0
30 Jun 2020
Robust subgaussian estimation with VC-dimension
Robust subgaussian estimation with VC-dimensionAnnales De L Institut Henri Poincare-probabilites Et Statistiques (Ann. IHP Probab. Stat.), 2020
Jules Depersin
431
13
0
24 Apr 2020
Still no free lunches: the price to pay for tighter PAC-Bayes bounds
Still no free lunches: the price to pay for tighter PAC-Bayes bounds
Benjamin Guedj
L. Pujol
FedML
291
27
0
10 Oct 2019
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