Cody Coleman
Cody Coleman
Verified email at cs.stanford.edu - Homepage
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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
272*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
2312017
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
1522020
MLPerf Training Benchmark
P Mattson, C Cheng, C Coleman, G Diamos, P Micikevicius, D Patterson, ...
arXiv preprint arXiv:1910.01500, 2019
1292019
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
1002015
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
762019
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
652015
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
602020
Teacher enrollment in MITx MOOCs: Are we educating educators?
D Seaton, C Coleman, J Daries, I Chuang
Available at SSRN 2515385, 2014
462014
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
402019
Beyond time-on-task: The relationship between spaced study and certification in MOOCs
Y Miyamoto, C Coleman, J Williams, J Whitehill, S Nesterko, J Reich
Available at SSRN 2547799, 2015
332015
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
Similarity search for efficient active learning and search of rare concepts
C Coleman, E Chou, J Katz-Samuels, S Culatana, P Bailis, AC Berg, ...
arXiv preprint arXiv:2007.00077, 2020
32020
Identifying and characterizing subpopulations in massive open online courses
CA Coleman
Massachusetts Institute of Technology, 2015
12015
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, S Bala, ...
arXiv preprint arXiv:2110.01406, 2021
2021
Resource and Data Efficient Deep Learning
CA Coleman
Stanford University, 2021
2021
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