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Andrew S. Lan
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Context-aware attentive knowledge tracing
A Ghosh, N Heffernan, AS Lan
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
2952020
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
2052014
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
922016
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
912017
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
872018
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
842014
Personalized education in the artificial intelligence era: what to expect next
S Maghsudi, A Lan, J Xu, M van Der Schaar
IEEE Signal Processing Magazine 38 (3), 37-50, 2021
752021
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
682015
Contrastive learning improves model robustness under label noise
A Ghosh, A Lan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
612021
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
482017
Matrix recovery from quantized and corrupted measurements
AS Lan, C Studer, RG Baraniuk
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
462014
qdkt: Question-centric deep knowledge tracing
S Sonkar, AE Waters, AS Lan, PJ Grimaldi, RG Baraniuk
arXiv preprint arXiv:2005.12442, 2020
432020
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
422018
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
362020
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
332014
Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
IEEE INFOCOM, 2018
302018
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
262018
Grade Prediction Based on Cumulative Knowledge and Co-taken Courses
Z Ren, X Ning, AS Lan, H Rangwala
International Conference on Educational Data Mining (EDM), 158-167, 2019
252019
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
252019
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints
Z Wang, AS Lan, RG Baraniuk
EMNLP 2021, 2021
242021
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