Tal Ben‐Nun

1. Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis
   2018/02/26 by Tal Ben-Nun, Tal Ben‐Nun, Ben-Nun, Tal +2 · 1 voice · 15 citations
   Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #cs.CV #cs.DC #cs.LG #cs.NE
2. Sparsity in Deep Learning: Pruning and growth for efficient inference\n and training in neural networks
   2021/01/31 by Torsten Hoefler, Dan Alistarh, Hoefler, Torsten +7 · 49 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE)
3. Graph Processing on FPGAs: Taxonomy, Survey, Challenges
   2019/02/25 by Maciej Besta, Dimitri Stanojevic, Besta, Maciej +9 · 1 voice · 1 citation
   Computer Science · #Graph Theory and Algorithms #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques #cs.AR #cs.DC
4. ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
   2022/06/29 by Saleh Ashkboos, Langwen Huang, Ashkboos, Saleh +13 · 2 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
5. ProGraML: Graph-based Deep Learning for Program Optimization and Analysis
   2020/03/23 by Chris Cummins, Cummins, Chris, Zacharias V. Fisches +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
6. Cached Operator Reordering: A Unified View for Fast GNN Training
   2023/08/23 by Julia Bazińska, Bazinska, Julia, Andrei Ivanov +11 · 1 citation
   Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Recommender Systems and Techniques
7. StencilFlow: Mapping Large Stencil Programs to Distributed Spatial Computing Systems
   2020/10/28 by Johannes de Fine Licht, Andreas Kuster, Licht, Johannes de Fine +9 · 1 citation
   Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)