William Swartworth

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

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner 📈 Trend Setter

Conferences

NIPS (2)

Top co-authors

Deanna Needell (2) Halyun Jeong (1) Erin George (1) Rachel Ward (1) Mark Kong (1) Michael Murray (1)

Keywords

learning theory (1) continual learning (1) binary classification (1) label noise (1) gradient descent (1) benign overfitting (1) hinge loss (1) noisy label (1) relu network (1)

Papers

Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NIPS 2023

Nearly Optimal Bounds for Cyclic Forgetting NIPS 2023