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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
Covariance matrix Engineering & Materials Science
Factorization Engineering & Materials Science
Aviation Engineering & Materials Science
Labels Engineering & Materials Science

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Projects 2006 2019

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
2 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

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

Stable gradient descent

Zhou, Y., Chen, S. & Banerjee, A., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Silva, R., Globerson, A. & Globerson, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 2. p. 766-775 10 p.

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

Learning systems

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