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Jose Gallego-Posada
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Beyond Local Nash Equilibria for Adversarial Networks
FA Oliehoek, R Savani, J Gallego-Posada, E Pol, R Groß
Benelux Conference on Artificial Intelligence, 73-89, 2018
422018
GANGs: Generative Adversarial Network Games
FA Oliehoek, R Savani, J Gallego-Posada, E Van der Pol, ED De Jong, ...
arXiv preprint arXiv:1712.00679, 2017
422017
Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks
J Gallego-Posada, DA Montoya-Zapata, OL Quintero-Montoya
Latin American Conference in Automatic Control, 11-17, 2016
352016
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints
J Gallego-Posada, J Ramirez, A Erraqabi, Y Bengio, S Lacoste-Julien
NeurIPS2022 - 36th Conference on Neural Information Processing Systems, 2022
132022
Equivariant Mesh Attention Networks
S Basu, J Gallego-Posada, F Viganò, J Rowbottom, T Cohen
TMLR - Transactions on Machine Learning Research, 2022
92022
Interval Analysis and Optimization Applied to Parameter Estimation under Uncertainty
J Gallego-Posada, M Puerta-Yepes
Boletim da Sociedade Paranaense de Matemática 36 (2), 107-124, 2018
82018
Cooper: a toolkit for Lagrangian-based constrained optimization
J Gallego-Posada, J Ramirez
72022
How to make your optimizer generalize better
S Vaswani, R Babanezhad, J Gallego-Posada, A Mishkin, ...
12th OPT Workshop on Optimization for Machine Learning @ NeurIPS2020, 2020
5*2020
Lonie: Compressing COINs with L-constraints
J Ramirez, J Gallego-Posada
Sparsity in Neural Networks Workshop, 2022
42022
Simplicial Regularization
J Gallego-Posada, P Forré
Workshop on Geometrical and Topological Representation Learning @ ICLR2021, 2021
32021
GAIT: A Geometric Approach to Information Theory
J Gallego-Posada, A Vani, M Schwarzer, S Lacoste-Julien
AISTATS2020 - Proceedings of the 23rd International Conference on Artificial …, 2020
3*2020
A distributed data-parallel pytorch implementation of the distributed shampoo optimizer for training neural networks at-scale
HJM Shi, TH Lee, S Iwasaki, J Gallego-Posada, Z Li, K Rangadurai, ...
arXiv preprint arXiv:2309.06497, 2023
22023
Flexible Learning of Sparse Neural Networks via Constrained Regularization
J Gallego-Posada, J Ramirez De Los Rios, A Erraqabi
NeurIPS 2021 LatinX in AI Workshop, 2021
22021
Balancing Act: Sparse Models with Constrained Disparate Impact
M Hashemizadeh, J Ramirez, R Sukumaran, G Farnadi, S Lacoste-Julien, ...
ICLR2024, 2023
1*2023
Data Analytics Applications in Latin America and Emerging Economies
E Rodriguez
CRC Press, 2017
12017
On PI controllers for updating Lagrange multipliers in constrained optimization
M Sohrabi, J Ramirez, TH Zhang, S Lacoste-Julien, J Gallego-Posada
arXiv preprint arXiv:2406.04558, 2024
2024
Simplicial AutoEncoders: A connection between Algebraic Topology and Probabilistic Modelling
J Gallego-Posada
University of Amsterdam, 2018
2018
Analysis of high dimensional distributions with decoupled norm and direction
J Gallego-Posada, A Vani, M Schwarzer, S Lotfi
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