Jose Gallego-Posada

According to our database1, Jose Gallego-Posada authored at least 10 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Balancing Act: Constraining Disparate Impact in Sparse Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale.
CoRR, 2023

2022
Equivariant Mesh Attention Networks.
Trans. Mach. Learn. Res., 2022

L<sub>0</sub>onie: Compressing COINs with L<sub>0</sub>-constraints.
CoRR, 2022

Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020
GAIT: A Geometric Approach to Information Theory.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
GEAR: Geometry-Aware Rényi Information.
CoRR, 2019

2018
Beyond Local Nash Equilibria for Adversarial Networks.
Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018

2017
GANGs: Generative Adversarial Network Games.
CoRR, 2017


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