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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
1782014
Context-aware attentive knowledge tracing
A Ghosh, N Heffernan, AS Lan
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
972020
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
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
652016
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
642017
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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