Ouail Kitouni

15 papers A* 4Journal 11
YearRankTypeTitle / Venue / Authors
2024 A* conf
From Neurons to Neutrons: A Case Study in Interpretability.
ICML
Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz, Sokratis Trifinopoulos, Mike Williams
2024 J jnl
From Neurons to Neutrons: A Case Study in Interpretability.
CoRR
Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz, Sokratis Trifinopoulos, Mike Williams
2024 A* conf
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More.
NeurIPS
Ouail Kitouni, Niklas Nolte, Adina Williams, Michael Rabbat, Diane Bouchacourt, Mark Ibrahim
2024 J jnl
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More.
CoRR
Ouail Kitouni, Niklas Nolte, Diane Bouchacourt, Adina Williams, Mike Rabbat, Mark Ibrahim
2024 J jnl
Transformers Can Navigate Mazes With Multi-Step Prediction.
CoRR
Niklas Nolte, Ouail Kitouni, Adina Williams, Mike Rabbat, Mark Ibrahim
2023 A* conf
Expressive Monotonic Neural Networks.
ICLR
Niklas Nolte, Ouail Kitouni, Mike Williams
2023 J jnl
Expressive Monotonic Neural Networks.
CoRR
Ouail Kitouni, Niklas Nolte, Michael Williams
2023 J jnl
KBFormer: A Diffusion Model for Structured Entity Completion.
CoRR
Ouail Kitouni, Niklas Nolte, James Hensman, Bhaskar Mitra
2023 J jnl
NuCLR: Nuclear Co-Learned Representations.
CoRR
Ouail Kitouni, Niklas Nolte, Sokratis Trifinopoulos, Subhash Kantamneni, Mike Williams
2023 J jnl
Robust and provably monotonic networks.
Mach. Learn. Sci. Technol.
Ouail Kitouni, Niklas Nolte, Mike Williams
2022 J jnl
Finding NEEMo: Geometric Fitting using Neural Estimation of the Energy Mover's Distance.
CoRR
Ouail Kitouni, Niklas Nolte, Mike Williams
2022 A* conf
Towards Understanding Grokking: An Effective Theory of Representation Learning.
NeurIPS
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
2022 J jnl
Towards Understanding Grokking: An Effective Theory of Representation Learning.
CoRR
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
2021 J jnl
Robust and Provably Monotonic Networks.
CoRR
Ouail Kitouni, Niklas Nolte, Mike Williams
2019 J jnl
Lower bounds for the Laplacian spectral radius of an oriented hypergraph.
Australas. J Comb.
Ouail Kitouni, Nathan Reff