Gallego-Posada, Jose

1. A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale
   2023/09/12 by Hao-Jun Michael Shi, Shi, Hao-Jun Michael, Tsung-Hsien Lee +13 · 2 voices · 20 citations
   Computer Science · Mathematics · #Advanced Neural Network Applications #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #cs.DC #cs.LG #cs.MS #math.OC
2. Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints
   2022/08/08 by Gallego-Posada, Jose, Ramirez, Juan, Erraqabi, Akram +2 · 8 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. GANGs: Generative Adversarial Network Games
   2017/12/02 by Frans A. Oliehoek, Rahul Savani, Oliehoek, Frans A. +9 · 3 citations
   Computer Science · Physics and Astronomy · #Reinforcement Learning in Robotics #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis
4. Equivariant Mesh Attention Networks
   2022/05/21 by Sourya Basu, Basu, Sourya, Jose Gallego-Posada +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graph Theory and Algorithms #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization
   2024/06/07 by Motahareh Sohrabi, Sohrabi, Motahareh, Juan M. Ramı́rez +7 · 4 citations
   Engineering · #Advanced Control Systems Design #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
6. Cooper: A Library for Constrained Optimization in Deep Learning
   2025/04/01 by Gallego-Posada, Jose, Ramirez, Juan, Hashemizadeh, Meraj +1 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
7. Balancing Act: Constraining Disparate Impact in Sparse Models
   2023/10/31 by Meraj Hashemizadeh, Hashemizadeh, Meraj, Juan Ramírez +9 · 2 citations
   Computer Science · Decision Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
8. To Each Optimizer a Norm, To Each Norm its Generalization
   2020/06/11 by Sharan Vaswani, Vaswani, Sharan, Reza Babanezhad +9 · 2 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
9. Feasible Learning
   2025/01/24 by Juan Ramírez, Ramirez, Juan, Ignacio Hounie +11 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare