Nachum, Ido
- Learners that Use Little Information
2017/10/14 by Raef Bassily, Bassily, Raef, Shay Moran +7 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
- Fantastic Generalization Measures are Nowhere to be Found
2023/09/24 by Gastpar, Michael, Nachum, Ido, Shafer, Jonathan +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- On Symmetry and Initialization for Neural Networks
2019/07/01 by Ido Nachum, Nachum, Ido, Amir Yehudayoff +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Finite Littlestone Dimension Implies Finite Information Complexity
2022/06/27 by Pradeep, Aditya, Nachum, Ido, Gastpar, Michael · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)