Ouail Kitouni

4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICLR (1) ICML (1)

Top co-authors

Niklas Nolte (3) Mike Williams (3) Max Tegmark (1) Mike Rabbat (1) Niklas S Nolte (1) Adina Williams (1) Eric Michaud (1) Mark Ibrahim (1) Sokratis Trifinopoulos (1) Diane Bouchacourt (1)

Keywords

representation learning (1) information retrieval (1) next-token prediction (1) reversal curse (1) phase diagram (1) grokking phenomenon (1) effective theory (1) generalization dynamic (1) knowledge storage (1) factorization curse (1)

Papers

The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More NIPS 2024

From Neurons to Neutrons: A Case Study in Interpretability ICML 2024

Expressive Monotonic Neural Networks ICLR 2023

Towards Understanding Grokking: An Effective Theory of Representation Learning NIPS 2022