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 Mathematics
Clustering algorithms Engineering & Materials Science
Experiments Engineering & Materials Science
Covariance matrix Engineering & Materials Science
Factorization Engineering & Materials Science
Bregman divergence Mathematics
Model Mathematics
Aviation Engineering & Materials Science

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Projects 2006 2019

modeling
ecosystem function
terrestrial ecosystem
learning
planet
weather
climate
Mach number
Learning systems
Malware

Research Output 2002 2017

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
1 Citations

Enumerating all maximal biclusters in numerical datasets

Veroneze, R., Banerjee, A. & Von Zuben, F. J. Feb 10 2017 In : Information Sciences. 379, p. 288-309 22 p.

Research output: Contribution to journalArticle

Biclustering
Formal concept analysis
Efficient solution
Data analysis
Scalability

Statistical seasonal prediction based on regularized regression

DelSole, T. & Banerjee, A. 2017 In : Journal of Climate. 30, 4, p. 1345-1361 17 p.

Research output: Contribution to journalArticle

sea surface temperature
prediction
teleconnection
anomaly
software

Estimating structured vector autoregressive models

Melnyk, I. & Banerjee, A. 2016 33rd International Conference on Machine Learning, ICML 2016. International Machine Learning Society (IMLS), Vol. 2, p. 1297-1330 34 p.

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

Error analysis

High dimensional structured estimation with noisy designs

Amir Asiaee, T., Chaterjee, S. & Banerjee, A. 2016 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 801-809 9 p.

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

Additive noise