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Erin George

2 papers · 2023–2024 · 1 conference · across top CS/AI conferences

Achievements

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Conferences

NIPS (2)

Top co-authors

Michael Murray (2) Deanna Needell (2) Guido Montรบfar (1) Kedar Karhadkar (1) William Swartworth (1)

Keywords

binary classification (2) benign overfitting (2) hinge loss (2) margin maximization (1) neural network (1) leaky relu network (1) signal noise ratio (1) noisy label (1) relu network (1) generalization theory (1) label noise (1) gradient descent (1)

Papers

Benign overfitting in leaky ReLU networks with moderate input dimension NIPS 2024 Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NIPS 2023