Andrew S. Lan
TitleCited byYear
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
1292014
Time-varying learning and content analytics via sparse factor analysis
AS Lan, C Studer, RG Baraniuk
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
432014
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
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
292016
Matrix recovery from quantized and corrupted measurements
AS Lan, C Studer, RG Baraniuk
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
282014
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
Test-size reduction for concept estimation
D Vats, C Studer, AS Lan, L Carin, R Baraniuk
Educational Data Mining 2013, 2013
162013
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
122013
Quantized matrix completion for personalized learning
AS Lan, C Studer, RG Baraniuk
arXiv preprint arXiv:1412.5968, 2014
102014
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
Behavior-Based Latent Variable Model for Learner Engagement
AS Lan, CG Brinton, TY Yang, M Chiang
International Conference on Educational Data Mining (EDM), 64-71, 2017
82017
Contextual multi-armed bandit algorithms for personalized learning action selection
I Manickam, AS Lan, RG Baraniuk
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
82017
Dealbreaker: A nonlinear latent variable model for educational data
A Lan, T Goldstein, R Baraniuk, C Studer
International Conference on Machine Learning, 266-275, 2016
72016
Linear Spectral Estimators and an Application to Phase Retrieval
R Ghods, AS Lan, T Goldstein, C Studer
International Conference on Machine Learning (ICML), 2018
52018
Linearized binary regression
AS Lan, M Chiang, C Studer
2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2018
52018
Waters, and Richard G. Baraniuk. Mathematical language processing: Automatic grading and feedback for open response mathematical questions
AS Lan, D Vats, E Andrew
Learning@ Scale, 167-176, 2015
52015
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
42018
Phaselin: Linear phase retrieval
R Ghods, AS Lan, T Goldstein, C Studer
2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2018
42018
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