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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

Clustering algorithms Engineering & Materials Science
Bregman Divergence Mathematics
Clustering Mathematics
Error analysis Engineering & Materials Science
Factorization Engineering & Materials Science
Covariance matrix Engineering & Materials Science
Aviation Engineering & Materials Science
Labels Engineering & Materials Science

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Projects 2006 2019

Research Output 2002 2019

Scalable algorithms for locally low-rank matrix modeling

Gu, Q., Trzasko, J. D. & Banerjee, A., Jan 1 2019, In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Recommender systems
Medical imaging
Magnetic resonance
Singular value decomposition
Data structures

DAPPER: Scaling Dynamic Author Persona Topic Model to Billion Word Corpora

Giaquinto, R. & Banerjee, A., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 971-976 6 p. 8594929. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
Health

Learning to interact with users: A collaborative-bandit approach

Christakopoulou, K. & Banerjee, A., Jan 1 2018, p. 612-620. 9 p.

Research output: Contribution to conferencePaper

Learning algorithms
Recommender systems
Feedback
Collaborative filtering
Merging
2 Citations (Scopus)

Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso

Alzheimer's Disease Neuroimaging Initiative, Jun 1 2018, In : Computerized Medical Imaging and Graphics. 66, p. 100-114 15 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Neuroimaging
Brain
Nerve Degeneration
Aptitude

Modeling Alzheimer's disease progression with fused laplacian sparse group lasso

Liu, X., Cao, P., Gonçalves, A. R., Zhao, D. & Banerjee, A., Aug 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 6, 65.

Research output: Contribution to journalArticle

Biomarkers
Health care
Trajectories
Imaging techniques