Cody Coleman
Cody Coleman
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Zitiert von
Zitiert von
HarvardX and MITx: Two years of open online courses fall 2012-summer 2014
A Ho, I Chuang, J Reich, C Coleman, J Whitehill, C Northcutt, J Williams, ...
Available at SSRN 2586847, 2015
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
C Coleman, D Narayanan, D Kang, T Zhao, J Zhang, L Nardi, P Bailis, ...
NIPS ML Systems Workshop, 2017
Beyond prediction: First steps toward automatic intervention in MOOC student stopout
J Whitehill, J Williams, G Lopez, C Coleman, J Reich
Available at SSRN 2611750, 2015
Mlperf inference benchmark
VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
Mlperf training benchmark
P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ...
arXiv preprint arXiv:1910.01500, 2019
Probabilistic use cases: Discovering behavioral patterns for predicting certification
CA Coleman, DT Seaton, I Chuang
Proceedings of the Second (2015) ACM Conference on Learning@ Scale, 141-148, 2015
Analysis of dawnbench, a time-to-accuracy machine learning performance benchmark
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...
ACM SIGOPS Operating Systems Review 53 (1), 14-25, 2019
Teacher Enrollment in MITx MOOCs: Are We Educating Educators?
D Seaton, C Coleman, J Daries, I Chuang
Available at SSRN 2515385, 2014
Beyond time-on-task: The relationship between spaced study and certification in MOOCs
YR Miyamoto, C Coleman, JJ Williams, J Whitehill, S Nesterko, J Reich
Journal of Learning Analytics 2 (2), 47-69, 2015
MLPerf: An industry standard benchmark suite for machine learning performance
P Mattson, VJ Reddi, C Cheng, C Coleman, G Diamos, D Kanter, ...
IEEE Micro 40 (2), 8-16, 2020
Selection via proxy: Efficient data selection for deep learning
C Coleman, C Yeh, S Mussmann, B Mirzasoleiman, P Bailis, P Liang, ...
arXiv preprint arXiv:1906.11829, 2019
Analysis of video use in edX courses
DT Seaton, AJ Rodenius, CA Coleman, DE Pritchard, I Chuang
AIED 2013 Workshops Proceedings Volume, 57, 2013
Identifying and characterizing subpopulations in massive open online courses
CA Coleman
Massachusetts Institute of Technology, 2015
Similarity Search for Efficient Active Learning and Search of Rare Concepts
C Coleman, E Chou, S Culatana, P Bailis, AC Berg, R Sumbaly, ...
arXiv preprint arXiv:2007.00077, 2020
Analysis of the Time-To-Accuracy Metric and Entries in the DAWNBench Deep Learning Benchmark
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...
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