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Andrew S. Lan
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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
1762014
Context-aware attentive knowledge tracing
A Ghosh, N Heffernan, AS Lan
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
962020
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
692014
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
662017
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
642016
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
492018
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
482015
Matrix recovery from quantized and corrupted measurements
AS Lan, C Studer, RG Baraniuk
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
402014
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
332018
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
332017
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
292014
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
232014
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
212017
Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
IEEE INFOCOM, 2018
192018
Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis
Y Zhang, H Dai, Y Yun, S Liu, A Lan, X Shang
Knowledge-Based Systems 205, 106290, 2020
172020
Test-size reduction for concept estimation
D Vats, C Studer, AS Lan, L Carin, R Baraniuk
Educational Data Mining 2013, 2013
172013
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
162019
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
152018
Linear Spectral Estimators and an Application to Phase Retrieval
R Ghods, AS Lan, T Goldstein, C Studer
International Conference on Machine Learning (ICML), 2018
152018
qdkt: Question-centric deep knowledge tracing
S Sonkar, AE Waters, AS Lan, PJ Grimaldi, RG Baraniuk
arXiv preprint arXiv:2005.12442, 2020
142020
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