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Articles by Cody Coleman

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
19 February 2025 by Shaona Ghosh and others
Computers and Society, Artificial Intelligence
DMLR: Data-centric Machine Learning Research -- Past, Present and Future
1 June 2024 by Luis Oala and others at LogoCarnegie Mellon University
Machine Learning, Artificial Intelligence
Introducing v0.5 of the AI Safety Benchmark from MLCommons
13 May 2024 by Bertie Vidgen and others
Computation and Language, Artificial Intelligence
DataPerf: Benchmarks for Data-Centric AI Development
13 October 2023 by Mark Mazumder and others
Machine Learning
Surveillance of 16 UK native bat species through conservationist networks uncovers coronaviruses with zoonotic potential
27 June 2023 by Chenzhi Tan and others at LogoImperial College London
Genomics
No evidence for environmental transmission risk of SARS-CoV-2 in the UK's largest urban river system: London as a case study
1 October 2022 by E. Ransome and others at LogoImperial College London
Epidemiology
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
8 October 2021 by Alexandros Karargyris and others
Machine Learning, Distributed, Parallel, and Cluster Computing
Similarity Search for Efficient Active Learning and Search of Rare Concepts
22 July 2021 by Cody Coleman and others
Machine Learning, Artificial Intelligence
MLPerf Inference Benchmark
9 May 2020 by Vijay Janapa Reddi and others
Machine Learning, Performance
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark
1 December 2019 by Cody Coleman and others
Machine Learning
Selection via Proxy: Efficient Data Selection for Deep Learning
30 October 2019 by Cody Coleman and others
Machine Learning
MLPerf Training Benchmark
30 October 2019 by Peter Mattson and others
Machine Learning, Performance