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
1392014
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
492014
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
402017
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
372016
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
342015
Matrix recovery from quantized and corrupted measurements
AS Lan, C Studer, RG Baraniuk
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
322014
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
232014
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
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
162018
Test-size reduction for concept estimation
D Vats, C Studer, AS Lan, L Carin, R Baraniuk
Educational Data Mining 2013, 2013
152013
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
142017
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
122018
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
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
102017
Quantized matrix completion for personalized learning
AS Lan, C Studer, RG Baraniuk
arXiv preprint arXiv:1412.5968, 2014
102014
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
82016
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
72018
Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
IEEE INFOCOM, 2018
72018
Waters, and Richard G Baraniuk. 2015. Mathematical language processing: Automatic grading and feedback for open response mathematical questions
AS Lan, D Vats, E Andrew
Proceedings of the Second, 167-176, 2015
72015
Linear Spectral Estimators and an Application to Phase Retrieval
R Ghods, AS Lan, T Goldstein, C Studer
International Conference on Machine Learning (ICML), 2018
62018
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