David Kanter
- MLPerf Training Benchmark
2019/10/02 by Peter Mattson, Christine Cheng, Mattson, Peter +73 · 1 voice · 38 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Performance (cs.PF) #cs.LG #cs.PF #stat.ML
- MLPerf Tiny Benchmark
2021/06/14 by Colby Banbury, Vijay Janapa Reddi, Banbury, Colby +41 · 26 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage
2021/11/17 by Daniel Gálvez, Galvez, Daniel, Greg Diamos +17 · 25 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis
- MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
2021/10/21 by Steven Farrell, Murali Emani, Farrell, Steven +84 · 1 voice · 8 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
- DataPerf: Benchmarks for Data-Centric AI Development
2022/07/20 by Mark Mazumder, Colby Banbury, Mazumder, Mark +78 · 15 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI
2024/10/15 by Arya Tschand, Tschand, Arya, Arun Tejusve Raghunath Rajan +45 · 1 voice · 14 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #Parallel Computing and Optimization Techniques #Smart Grid Energy Management #and Cluster Computing (cs.DC)
- Benchmarking TinyML Systems: Challenges and Direction
2020/03/10 by Colby Banbury, Vijay Janapa Reddi, Banbury, Colby R. +31 · 11 citations
Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology #Performance (cs.PF) #Video Analysis and Summarization
- Interpreting Abnormal Proteinuria in Pregnancy
2010/01/19 by Marshall D. Lindheimer, David Kanter · 26 citations
Medicine · #Pregnancy and preeclampsia studies #Birth, Development, and Health #Chronic Kidney Disease and Diabetes
- Data Engineering for Everyone
2021/02/23 by Vijay Janapa Reddi, Greg Diamos, Reddi, Vijay Janapa +7 · 2 citations
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management
- Nitrogen pollution policy beyond the farm
2019/12/02 by David Kanter, David R. Kanter, Fabio Bartolini +5 · 1 citation
Environmental Science · #Agriculture Sustainability and Environmental Impact #Phosphorus and nutrient management #Water-Energy-Food Nexus Studies