Mihaela Roşca

1. Why neural networks find simple solutions: the many regularizers of geometric complexity
   2022/09/27 by Benoît Dherin, Dherin, Benoit, Michael Munn +5 · 6 citations
   Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications
2. Training language GANs from Scratch
   2019/05/23 by Cyprien de Masson d’Autume, Mihaela Roşca, d'Autume, Cyprien de Masson +5 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Topic Modeling
3. On a continuous time model of gradient descent dynamics and instability in deep learning
   2023/02/03 by Mihaela Roşca, Rosca, Mihaela, Yan Wu +5 · 1 citation
   Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Model Reduction and Neural Networks