Alan Milligan

According to our database, Alan Milligan authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Reparametrizing Shampoo and SOAP for Subspace Basis Updates and BFloat16 Storage.

Alan Milligan, Zikun Xu, Simon Lacoste-Julien, Felix Dangel, Wu Lin

CoRR, May, 2026

2025

Understanding Adam Requires Better Rotation Dependent Assumptions.

Tianyue H. Zhang, Lucas Maes, Alan Milligan, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models.

Frederik Kunstner, Alan Milligan, Robin Yadav, Mark Schmidt, Alberto Bietti

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

UNSAT Solver Synthesis via Monte Carlo Forest Search.

Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2022

Monte Carlo Forest Search: UNSAT Solver Synthesis via Reinforcement learning.

Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown

CoRR, 2022