Probability and Pathwise Order of Convergence of a Semidiscrete Scheme for the Stochastic Manakov Equation. - Maxime Gazeau (SIAM J. Numer. Anal., 2014)

Scalable Recommender Systems through Recursive Evidence Chains. - Elias Tragas; Calvin Luo; Maxime Gazeau; Kevin Luk; David Duvenaud (CoRR, 2018)

Bloch Theory and Spectral Gaps for Linearized Water Waves. - Walter Craig; Maxime Gazeau; Christophe Lacave; Catherine Sulem (SIAM J. Math. Anal., 2018)

Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise. - Yeming Wen; Kevin Luk; Maxime Gazeau; Guodong Zhang 006; Harris Chan; Jimmy Ba (CoRR, 2019)

An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise. - Yeming Wen; Kevin Luk; Maxime Gazeau; Guodong Zhang 006; Harris Chan; Jimmy Ba (AISTATS, 2020)

A General System of Differential Equations to Model First-Order Adaptive Algorithms. - André Belotto da Silva; Maxime Gazeau (J. Mach. Learn. Res., 2020)

Higher Order Generalization Error for First Order Discretization of Langevin Diffusion. - Mufan (Bill) Li; Maxime Gazeau (CoRR, 2021)

Learning to Efficiently Propagate for Reasoning on Knowledge Graphs. - Zhaocheng Zhu; Xinyu Yuan; Louis-Pascal A. C. Xhonneux; Ming Zhang 004; Maxime Gazeau; Jian Tang 005 (CoRR, 2022)

In-context Reinforcement Learning with Algorithm Distillation. - Michael Laskin; Luyu Wang; Junhyuk Oh; Emilio Parisotto; Stephen Spencer; Richie Steigerwald; DJ Strouse; Steven Stenberg Hansen; Angelos Filos; Ethan Brooks; Maxime Gazeau; Himanshu Sahni; et al. (ICLR, 2023)

A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs. - Zhaocheng Zhu; Xinyu Yuan; Michael Galkin; Louis-Pascal A. C. Xhonneux; Ming Zhang 004; Maxime Gazeau; Jian Tang 005 (NeurIPS, 2023)

Vision-Language Models as a Source of Rewards. - Kate Baumli; Satinder Baveja; Feryal M. P. Behbahani; Harris Chan; Gheorghe Comanici; Sebastian Flennerhag; Maxime Gazeau; Kristian Holsheimer; Dan Horgan; Michael Laskin; Clare Lyle; Hussain Masoom; et al. (CoRR, 2023)