Andres Potapczynski

1. PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
   2022/11/24 by Sanae Lotfi, Lotfi, Sanae, Marc Finzi +9 · 9 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
2. Compute Better Spent: Replacing Dense Layers with Structured Matrices
   2024/06/10 by Shikai Qiu, Qiu, Shikai, Andres Potapczynski +7 · 1 voice · 5 citations
   #cs.LG
3. A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks
   2023/04/28 by Marc Finzi, Finzi, Marc, Andres Potapczynski +5 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations