Andrew Waters
TitleCited byYear
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements
AE Waters, AC Sankaranarayanan, R Baraniuk
Advances in neural information processing systems, 1089-1097, 2011
2052011
Sparse factor analysis for learning and content analytics
AS Lan, AE Waters, C Studer, RG Baraniuk
The Journal of Machine Learning Research 15 (1), 1959-2008, 2014
1152014
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
392017
Mathematical language processing: Automatic grading and feedback for open response mathematical questions
AS Lan, D Vats, AE Waters, RG Baraniuk
Proceedings of the Second (2015) ACM Conference on Learning@ Scale, 167-176, 2015
302015
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
222014
Tag-aware ordinal sparse factor analysis for learning and content analytics
AS Lan, C Studer, AE Waters, RG Baraniuk
arXiv preprint arXiv:1412.5967, 2014
212014
Sparse factor analysis for learning and content analytics
AS Lan, AE Waters, C Studer, RG Baraniuk
arXiv preprint arXiv:1303.5685, 2013
172013
Do open educational resources improve student learning? Implications of the access hypothesis
PJ Grimaldi, DB Mallick, AE Waters, RG Baraniuk
PloS one 14 (3), 2019
142019
BayesRank: A bayesian approach to ranked peer grading
AE Waters, D Tinapple, RG Baraniuk
Proceedings of the Second (2015) ACM Conference on Learning@ Scale, 177-183, 2015
142015
Compressive sense based reconstruction algorithm for non-uniform sampling based data converter
CK Sestok, A Waters
US Patent 8,547,260, 2013
112013
Joint topic modeling and factor analysis of textual information and graded response data
AS Lan, C Studer, AE Waters, RG Baraniuk
arXiv preprint arXiv:1305.1956, 2013
112013
Distributed bearing estimation via matrix completion
A Waters, V Cevher
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
102010
QG-net: a data-driven question generation model for educational content
Z Wang, AS Lan, W Nie, AE Waters, PJ Grimaldi, RG Baraniuk
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 1-10, 2018
92018
Collaboration-type identification in educational datasets
AE Waters, C Studer, RG Baraniuk
JEDM-Journal of Educational Data Mining 6 (1), 28-52, 2014
82014
A Bayesian infinite factor model for learning and content analytics
K Fronczyk, AE Waters, M Guindani, RG Baraniuk, M Vannucci
Computational Statistics and Data Analysis, 2013
72013
A Bayesian nonparametric approach for the analysis of multiple categorical item responses
A Waters, K Fronczyk, M Guindani, RG Baraniuk, M Vannucci
Journal of statistical planning and inference 166, 52-66, 2015
52015
Bayesian pairwise collaboration detection in educational datasets
AE Waters, C Studer, RG Baraniuk
2013 IEEE Global Conference on Signal and Information Processing, 989-992, 2013
52013
Bayesian pairwise collaboration detection in educational datasets
AE Waters, C Studer, RG Baraniuk
2013 IEEE Global Conference on Signal and Information Processing, 989-992, 2013
52013
Learning analytics via sparse factor analysis
AE Waters, A Lan, C Studer, RG Baraniuk
Personalizing education with machine learning, nips 2012 workshop, 2012
42012
BLAh: boolean logic analysis for graded student response data
AS Lan, AE Waters, C Studer, RG Baraniuk
IEEE Journal of Selected Topics in Signal Processing 11 (5), 754-764, 2017
32017
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Articles 1–20