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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
3452020
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
2072014
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
1132021
Sparse factor analysis for analysis of user content preferences
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent 9,704,102, 2017
942017
A Contextual Bandits Framework for Personalized Learning Action Selection.
AS Lan, RG Baraniuk
EDM, 424-429, 2016
932016
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
922018
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
852014
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
712015
Contrastive learning improves model robustness under label noise
A Ghosh, A Lan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
642021
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
492017
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
452020
Personalized Thread Recommendation for MOOC Discussion Forums
AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang
ECML-PKDD, 2018
432018
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
392020
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints
Z Wang, AS Lan, RG Baraniuk
EMNLP 2021, 2021
352021
Sparse Factor Analysis for Learning Analytics and Content Analytics
RG Baraniuk, AS Lan, CE Studer, AE Waters
US Patent App. 14/214,835, 2014
352014
Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
IEEE INFOCOM, 2018
302018
Automatic Short Math Answer Grading via In-context Meta-learning
M Zhang, S Baral, N Heffernan, A Lan
EDM 2022, 2022
272022
Automated Scoring for Reading Comprehension via In-context BERT Tuning
N Fernandez, A Ghosh, N Liu, Z Wang, B Choffin, R Baraniuk, A Lan
AIED 2022, 2022
272022
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing
A Ghosh, A Lan
IJCAI 2021, 2021
272021
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Artiklar 1–20