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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
Recommender systems Engineering & Materials Science

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Projects 2006 2022

Research Output 2002 2020

TRY plant trait database – enhanced coverage and open access

The Nutrient Network, Jan 1 2020, In : Global change biology. 26, 1, p. 119-188 70 p.

Research output: Contribution to journalArticle

Open Access
Ecology
Ecosystems
Biodiversity
Restoration
Conservation

Adversarial atacks on an oblivious recommender

Christakopoulou, K. & Banerjee, A., Sep 10 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 322-330 9 p. (RecSys 2019 - 13th ACM Conference on Recommender Systems).

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

Open Access
Recommender systems
Learning systems
Experiments

Robustness of trait connections across environmental gradients and growth forms

Flores-Moreno, H., Fazayeli, F., Banerjee, A., Datta, A., Kattge, J., Butler, E. E., Atkin, O. K., Wythers, K., Chen, M., Anand, M., Bahn, M., Byun, C., Cornelissen, J. H. C., Craine, J., Gonzalez-Melo, A., Hattingh, W. N., Jansen, S., Kraft, N. J. B., Kramer, K., Laughlin, D. C. & 7 others, Minden, V., Niinemets, Ü., Onipchenko, V., Peñuelas, J., Soudzilovskaia, N. A., Dalrymple, R. L. & Reich, P. B., Dec 1 2019, In : Global Ecology and Biogeography. 28, 12, p. 1806-1826 21 p.

Research output: Contribution to journalArticle

growth form
environmental gradient
leaf area
connectivity
climate

Scalable algorithms for locally low-rank matrix modeling

Gu, Q., Trzasko, J. D. & Banerjee, A., Dec 1 2019, In : Knowledge and Information Systems. 61, 3, p. 1457-1484 28 p.

Research output: Contribution to journalArticle

Recommender systems
Medical imaging
Magnetic resonance
Singular value decomposition
Data structures

Sketched iterative algorithms for structured generalized linear models

Gu, Q. & Banerjee, A., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 2392-2398 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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