Banburski, Andrzej

1. Theoretical Issues in Deep Networks: Approximation, Optimization and Generalization
   2019/08/25 by Poggio, Tomaso, Banburski, Andrzej, Liao, Qianli · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. A Surprising Linear Relationship Predicts Test Performance in Deep Networks
   2018/07/25 by Qianli Liao, Liao, Qianli, Brando Miranda +7 · 4 citations
   Computer Science · Materials Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
3. Biologically Inspired Mechanisms for Adversarial Robustness
   2020/06/29 by Reddy, Manish V., Banburski, Andrzej, Pant, Nishka +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Neural-guided, Bidirectional Program Search for Abstraction and Reasoning
   2021/10/22 by Alford, Simon, Gandhi, Anshula, Rangamani, Akshay +6 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Double descent in the condition number
   2019/12/12 by Tomaso Poggio, Gil Kur, Poggio, Tomaso +3 · 1 citation
   Mathematics · #Advanced Combinatorial Mathematics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Random Matrices and Applications #Stochastic processes and statistical mechanics