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Learning with Bad Training Data via Iterative Trimmed Loss Minimization

v1v2 (latest)

Learning with Bad Training Data via Iterative Trimmed Loss Minimization

28 October 2018

Sujay Sanghavi

ArXiv (abs)PDF HTML

Papers citing "Learning with Bad Training Data via Iterative Trimmed Loss Minimization"

3 / 3 papers shown

Robust Structured Statistical Estimation via Conditional Gradient Type
Methods

Robust Structured Statistical Estimation via Conditional Gradient Type Methods

Constantine Caramanis

140

1

0

07 Jul 2020

Gradient Descent with Early Stopping is Provably Robust to Label Noise
for Overparameterized Neural Networks

Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks

Mahdi Soltanolkotabi

456

379

0

27 Mar 2019

High Dimensional Robust $M$-Estimation: Arbitrary Corruption and Heavy
Tails

High Dimensional Robust

M

-Estimation: Arbitrary Corruption and Heavy Tails

Constantine Caramanis

234

14

0

24 Jan 2019