Cody Coleman
Cody Coleman
Verified email at cs.stanford.edu - Homepage
Title
Cited by
Cited by
Year
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
260*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
1832017
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
942015
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
892020
Mlperf training benchmark
P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ...
arXiv preprint arXiv:1910.01500, 2019
812019
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
592015
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
512019
Teacher Enrollment in MITx MOOCs: Are We Educating Educators?
D Seaton, C Coleman, J Daries, I Chuang
Available at SSRN 2515385, 2014
442014
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
332020
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
292015
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
16*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
42013
Identifying and characterizing subpopulations in massive open online courses
CA Coleman
Massachusetts Institute of Technology, 2015
12015
The Vision Behind MLPerf: Understanding AI Inference Performance
VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ...
IEEE Micro, 2021
2021
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
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, ...
The system can't perform the operation now. Try again later.
Articles 1–16