Andrew S. Lan
Title
Cited by
Cited by
Year
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
1472014
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
532014
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
512017
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
432016
Matrix recovery from quantized and corrupted measurements
AS Lan, C Studer, RG Baraniuk
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
342014
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
332015
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
272014
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
202018
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
202014
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
182017
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
172018
Test-size reduction for concept estimation
D Vats, C Studer, AS Lan, L Carin, R Baraniuk
Educational Data Mining 2013, 2013
152013
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
132017
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
Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
IEEE INFOCOM, 2018
102018
Quantized matrix completion for personalized learning
AS Lan, C Studer, RG Baraniuk
arXiv preprint arXiv:1412.5968, 2014
102014
On the efficiency of online social learning networks
CG Brinton, S Buccapatnam, L Zheng, D Cao, AS Lan, FMF Wong, S Ha, ...
IEEE/ACM Transactions on Networking 26 (5), 2076-2089, 2018
92018
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
92016
Waters, and Richard G. Baraniuk. Mathematical language processing: Automatic grading and feedback for open response mathematical questions
AS Lan, D Vats, E Andrew
arXiv preprint arXiv:1501.04346, 2015
82015
Active Learning for Student Affect Detection
TY Yang, RS Baker, C Studer, N Heffernan, AS Lan
International Conference on Educational Data Mining (EDM), 208-217, 2019
72019
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Articles 1–20