João G. M. Araújo

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generative Data Refinement: Just Ask for Better Data. CoRR Minqi Jiang, João G. M. Araújo, Will Ellsworth, Sian Gooding, Edward Grefenstette
2025	J	`jnl`	Wasserstein Policy Optimization. CoRR David Pfau, Ian Davies, Diana Borsa, João G. M. Araújo, Brendan D. Tracey, Hado van Hasselt
2025	J	`jnl`	What makes a good feedforward computational graph? CoRR Alex Vitvitskyi, João G. M. Araújo, Marc Lackenby, Petar Velickovic
2024	J	`jnl`	Categorical Deep Learning: An Algebraic Theory of Architectures. CoRR Bruno Gavranovic, Paul Lessard, Andrew Dudzik, Tamara von Glehn, João G. M. Araújo, Petar Velickovic
2024	J	`jnl`	On the consistency of hyper-parameter selection in value-based deep reinforcement learning. CoRR Johan S. Obando-Ceron, João G. M. Araújo, Aaron C. Courville, Pablo Samuel Castro
2024	J	`jnl`	Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning. CoRR Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G. M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, Arjun KG, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi, Brent Yi
2024	J	`jnl`	Transformers need glasses! Information over-squashing in language tasks. CoRR Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João G. M. Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Velickovic
2022	J	`jnl`	CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms. J. Mach. Learn. Res. Shengyi Huang, Rousslan Fernand Julien Dossa, Chang Ye, Jeff Braga, Dipam Chakraborty, Kinal Mehta, João G. M. Araújo
2022	J	`jnl`	Scalable Training of Language Models using JAX pjit and TPUv4. CoRR Joanna Yoo, Kuba Perlin, Siddhartha Rao Kamalakara, João G. M. Araújo
2021	J	`jnl`	Mitigating harm in language models with conditional-likelihood filtration. CoRR Helen Ngo, Cooper Raterink, João G. M. Araújo, Ivan Zhang, Carol Chen, Adrien Morisot, Nicholas Frosst
2021	J	`jnl`	No News is Good News: A Critique of the One Billion Word Benchmark. CoRR Helen Ngo, João G. M. Araújo, Jeffrey Hui, Nicholas Frosst