Pascal Sturmfels

1. Explaining Explanations: Axiomatic Feature Interactions for Deep Networks
   2020/02/10 by Joseph D. Janizek, Pascal Sturmfels, Janizek, Joseph D. +3 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
2. Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom
   2023/10/09 by Rohith Krishna, Jue Wang, Woody Ahern +16 · 1 voice · 8 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Protein Structure and Dynamics #Enzyme Structure and Function #Microbial Metabolic Engineering and Bioproduction
3. Select and Permute: An Improved Online Framework for Scheduling to\n Minimize Weighted Completion Time
   2017/04/21 by Samir Khuller, Jingling Li, Khuller, Samir +7 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Scheduling and Optimization Algorithms
4. Improving performance of deep learning models with axiomatic attribution\n priors and expected gradients
   2019/06/25 by Gabriel Erion, Joseph D. Janizek, Erion, Gabriel +7 · 1 citation
   Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Machine Learning in Materials Science
5. A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images
   2018/08/11 by Pascal Sturmfels, Saige Rutherford, Sturmfels, Pascal +9 · 1 citation
   Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Functional Brain Connectivity Studies #Advanced Neural Network Applications
6. Accurate structural modeling of chemically diverse molecular interfaces with Vilya-2
   2026/07/28 by Vilya Research, :, Pascal Sturmfels +10
   #cs.LG