Peter Mattson

Orcid: 0000-0002-5984-238X

According to our database1, Peter Mattson authored at least 27 papers between 1998 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Introducing v0.5 of the AI Safety Benchmark from MLCommons.
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CoRR, 2024

Croissant: A Metadata Format for ML-Ready Datasets.
CoRR, 2024


2023
Federated benchmarking of medical artificial intelligence with MedPerf.
Nat. Mac. Intell., July, 2023

DMLR: Data-centric Machine Learning Research - Past, Present and Future.
CoRR, 2023

Benchmarking Neural Network Training Algorithms.
CoRR, 2023

Understanding metric-related pitfalls in image analysis validation.
CoRR, 2023


2022
DataPerf: Benchmarks for Data-Centric AI Development.
CoRR, 2022

Metrics reloaded: Pitfalls and recommendations for image analysis validation.
CoRR, 2022


Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021
The Vision Behind MLPerf: Understanding AI Inference Performance.
IEEE Micro, 2021

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
CoRR, 2021

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation.
CoRR, 2021

Data Engineering for Everyone.
CoRR, 2021

Multilingual Spoken Words Corpus.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021


2020
MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance.
IEEE Micro, 2020

MLPerf Mobile Inference Benchmark: Why Mobile AI Benchmarking Is Hard and What to Do About It.
CoRR, 2020



2019
MLPerf Training Benchmark.
CoRR, 2019

Scale MLPerf-0.6 models on Google TPU-v3 Pods.
CoRR, 2019

ML Benchmark Design Challenges.
Proceedings of the 2019 IEEE Hot Chips 31 Symposium (HCS), 2019

2000
Interactive Image Morphing on a Single-Chip Multiprocessor using a Multilayered Parallel Image Computing Library.
Real Time Imaging, 2000

1998
Generalized image warping using enhanced lookup tables.
Int. J. Imaging Syst. Technol., 1998


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