Ouail Kitouni

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Competitive Learning

Diffusion Model

Top Venues

Mach. Learn. Sci. Technol.

Australas. J Comb.

Publications

Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz, Sokratis Trifinopoulos, Mike Williams
From Neurons to Neutrons: A Case Study in Interpretability. CoRR (2024)
Ouail Kitouni, Niklas Nolte, Diane Bouchacourt, Adina Williams, Mike Rabbat, Mark Ibrahim
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More. CoRR (2024)
Ouail Kitouni, Niklas Nolte, Michael Williams
Expressive Monotonic Neural Networks. CoRR (2023)
Ouail Kitouni, Niklas Nolte, James Hensman, Bhaskar Mitra
KBFormer: A Diffusion Model for Structured Entity Completion. CoRR (2023)
Ouail Kitouni, Niklas Nolte, Mike Williams
Robust and provably monotonic networks. Mach. Learn. Sci. Technol. 4 (3) (2023)
Ouail Kitouni, Niklas Nolte, Sokratis Trifinopoulos, Subhash Kantamneni, Mike Williams
NuCLR: Nuclear Co-Learned Representations. CoRR (2023)
Niklas Nolte, Ouail Kitouni, Mike Williams
Expressive Monotonic Neural Networks. ICLR (2023)
Ouail Kitouni, Niklas Nolte, Mike Williams
Finding NEEMo: Geometric Fitting using Neural Estimation of the Energy Mover's Distance. CoRR (2022)
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
Towards Understanding Grokking: An Effective Theory of Representation Learning. NeurIPS (2022)
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
Towards Understanding Grokking: An Effective Theory of Representation Learning. CoRR (2022)
Ouail Kitouni, Niklas Nolte, Mike Williams
Robust and Provably Monotonic Networks. CoRR (2021)
Ouail Kitouni, Nathan Reff
Lower bounds for the Laplacian spectral radius of an oriented hypergraph. Australas. J Comb. 74 (2019)