David Kanter

Computer Science · Physical Sciences

15h-index1.7kcitations43works0.02yr avg
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Research Topics

Advanced Neural Network Applications(8), Science Education and Pedagogy(5), Problem and Project Based Learning(4), Innovative Teaching Methods(4), Biomedical and Engineering Education(4)

Publications43 total

Speech Wikimedia: A 77 Language Multilingual Speech Dataset
arXiv (Cornell University)·2023Open Access
Federated benchmarking of medical artificial intelligence with MedPerf
Nature Machine Intelligence·2023· 107 citedOpen Access
The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage
arXiv (Cornell University)·2021· 6 citedOpen Access
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
2021· 33 cited
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
arXiv (Cornell University)·2021· 3 citedOpen Access
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
White Rose Research Online (University of Leeds, The University of Sheffield, University of York)·2021· 2 citedOpen Access
Multilingual Spoken Words Corpus
Neural Information Processing Systems·2021· 10 cited
MLPerf Tiny Benchmark
arXiv (Cornell University)·2021· 2 citedOpen Access
The Vision Behind MLPerf: Understanding AI Inference Performance
IEEE Micro·2021· 14 cited
Data Engineering for Everyone
arXiv (Cornell University)·2021· 5 citedOpen Access
MLPerf Mobile Inference Benchmark: Why Mobile AI Benchmarking Is Hard and What to Do About It.
arXiv (Cornell University)·2020· 4 citedOpen Access
MLPerf Mobile Inference Benchmark
arXiv (Cornell University)·2020· 2 citedOpen Access
Health promotion and preventive health care service guidelines for the care of people with spina bifida
Journal of Pediatric Rehabilitation Medicine·2020· 8 citedOpen Access
Designing An Outreach Project That Trains Both Future Faculty And Future Engineers
2020· 5 citedOpen Access
A Systems Physiology Instructional Environment For Biomedical Engineers: A Design Grounded In The Learning Sciences
2020· 1 citedOpen Access
Inquiry Based Laboratory Instruction Throws Out The "Cookbook" And Improves Learning
2020· 20 citedOpen Access
MLPerf Inference Benchmark
2020· 441 cited
MLPerf Training Benchmark
Proceedings of Machine Learning and Systems·2020· 39 cited
Benchmarking TinyML Systems: Challenges and Direction
arXiv (Cornell University)·2020· 197 citedOpen Access
MLPerf Inference Benchmark
arXiv (Cornell University)·2019· 39 citedOpen Access
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Frequent Co-authors

Vijay Janapa Reddi(14), Peter Mattson(13), Christine Cheng(5), Guenther Schmuelling(5), Cody Coleman(5), Greg Diamos(5), Tom St. John(5), Gennady Pekhimenko(5), Xinyuan Huang(5), Carole-Jean Wu(4), Victor Bittorf(4), Mark Charlebois(3), William Chou(3), Ramesh Chukka(3), Jared Duke(3), Jeffery Liao(3), Paulius Micikevicius(3), Hanlin Tang(3), Lingjie Xu(3), Colby Banbury(3)