Ansel, Jason
- CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
2021/09/17 by Chris Cummins, Bram Wasti, Cummins, Chris +21 · 1 voice · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Parallel Computing and Optimization Techniques #Software Engineering Research #cs.AI #cs.LG #cs.PF #cs.PL
- Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python
2021/12/15 by James K. Reed, Zachary DeVito, Reed, James K. +7 · 12 citations
Computer Science · Decision Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
- DMTCP: Transparent Checkpointing for Cluster Computations and the Desktop
2007/01/06 by Jason Ansel, Ansel, Jason, Kapil Arya +3 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Distributed systems and fault tolerance #Parallel Computing and Optimization Techniques #cs.DC #cs.OS
- Tight Prediction Intervals Using Expanded Interval Minimization
2018/06/28 by Dongqi Su, Ying Yin Ting, Su, Dongqi +3 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications