Max Dabagia

According to our database, Max Dabagia authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Coin-Flipping In The Brain: Statistical Learning with Neuronal Assemblies.

Max Dabagia, Daniel Mitropolsky, Christos H. Papadimitriou, Santosh S. Vempala

CoRR, 2024

Computation with Sequences of Assemblies in a Model of the Brain.

Max Dabagia, Christos H. Papadimitriou, Santosh S. Vempala

Proceedings of the International Conference on Algorithmic Learning Theory, 2024

2023

Computation with Sequences in the Brain.

Max Dabagia, Christos H. Papadimitriou, Santosh S. Vempala

CoRR, 2023

2022

Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers.

Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Assemblies of neurons learn to classify well-separated distributions.

Max Dabagia, Santosh S. Vempala, Christos H. Papadimitriou

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Assemblies of neurons can learn to classify well-separated distributions.

Max Dabagia, Christos H. Papadimitriou, Santosh S. Vempala

CoRR, 2021

Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction.

Mehdi Azabou, Mohammad Gheshlaghi Azar, Ran Liu, Chi-Heng Lin, Erik C. Johnson, Kiran Bhaskaran-Nair, Max Dabagia, Keith B. Hengen, William R. Gray Roncal, Michal Valko, Eva L. Dyer

CoRR, 2021

Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity.

Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Keith B. Hengen, Michal Valko, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Hierarchical Optimal Transport for Multimodal Distribution Alignment.

John Lee, Max Dabagia, Eva L. Dyer, Christopher Rozell

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019