Benoit Steiner
- PyTorch: An Imperative Style, High-Performance Deep Learning Library
2019/12/03 by Adam Paszke, Sam Gross, Paszke, Adam +41 · 1 voice · 3404 citations
Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #cs.LG #cs.MS #stat.ML
- TensorFlow: A system for large-scale machine learning
2016/05/27 by Martı́n Abadi, Martín Abadi, Paul Barham +44 · 4 voices · 330 citations
Computer Science · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Advanced Neural Network Applications
- Kronfluence: Influence Functions with Eigenvalue-corrected Kronecker-Factored Approximate Curvature
2023/08/07 by Roger Grosse, Grosse, Roger, Juhan Bae +31 · 3 voices · 76 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
2016/03/14 by Martín Abadi, Abadi, Martín, Ashish Agarwal +77 · 1 voice · 61 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
- Measuring Faithfulness in Chain-of-Thought Reasoning
2023/07/17 by Tamera Lanham, Lanham, Tamera, Anna Chen +59 · 4 voices · 100 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
- Device Placement Optimization with Reinforcement Learning
2017/06/13 by Azalia Mirhoseini, Hieu Pham, Mirhoseini, Azalia +17 · 19 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics
- CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
2021/09/17 by Chris Cummins, Bram Wasti, Cummins, Chris +21 · 13 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Adversarial Robustness in Machine Learning
- Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
2023/02/03 by Taoan Huang, Huang, Taoan, Aaron Ferber +7 · 10 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods
- Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
2023/01/09 by Youwei Liang, Kevin H. Stone, Liang, Youwei +18 · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
- Flashlight: Enabling Innovation in Tools for Machine Learning
2022/01/29 by Jacob Kahn, Kahn, Jacob, Vineel Pratap +25 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Using Graph Neural Networks to model the performance of Deep Neural Networks
2021/08/27 by Shikhar Singh, Singh, Shikhar, Benoit Steiner +5 · 1 citation
Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Graph Neural Networks #Advanced Neural Network Applications
- OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks
2022/10/24 by Benoit Steiner, Mostafa Elhoushi, Steiner, Benoit +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques