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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
Clustering Mathematics
Bregman Divergence Mathematics
Factorization Engineering & Materials Science
Data mining Engineering & Materials Science
Error analysis Engineering & Materials Science
Information science Engineering & Materials Science
Covariance matrix Engineering & Materials Science

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Projects 2006 2019

ecosystem function
terrestrial ecosystem
modeling
Climate
Research
Machine Learning
Statistical Models

Research Output 2002 2018

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
1 Citations

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

Time series deinterleaving of DNS traffic

Asiaee T, A., Goel, H., Ghosh, S., Yegneswaran, V. & Banerjee, A., Aug 2 2018, Proceedings - 2018 IEEE Symposium on Security and Privacy Workshops, SPW 2018. Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. 8424640

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

Time series
Learning systems
Malware

Alternating estimation for structured high-dimensional multi-response models

Chen, S. & Banerjee, A., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2839-2849 11 p.

Research output: Contribution to journalConference article

A Spectral Algorithm for Inference in Hidden semi-Markov Models

Melnyk, I. & Banerjee, A., Apr 1 2017, In : Journal of Machine Learning Research. 18, p. 1-39 39 p.

Research output: Contribution to journalArticle

Semi-Markov Model
Expectation Maximization
Persistence
Latent Variable Models
Matrix Inversion