Projects per year
Personal profile
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Arindam Banerjee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects and Grants
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BII-Implementation: The causes and consequences of plant biodiversity and its emergent properties across scales in a rapidly changing world
Cavender-Bares, J. M., Banerjee, A., Butler, E. E., Hobbie, S. E., Isbell, F., Menninger, H. L., Montgomery, R. A., Pinto Ledezma, J. N., Potter, C., Reich, P. B., Springer, N. M., Stefanski, A., Williams, L. J., Willis, C. G. & Yang, Y.
9/1/20 → 8/31/25
Project: Research project
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Collaborative Research: Physics-Based Machine Learning for Sub-seasonal Climate Forecasting
9/1/19 → 8/31/21
Project: Research project
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III: Small: Stochastic Algorithms for Large Scale Data Analysis
9/1/19 → 8/31/22
Project: Research project
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MRI: Development of an Instrument that Monitors Behavior
Papanikolopoulos, N. P., Banerjee, A., Bernstein, G. A., Hadjiyanni, T., Lim, K. O., Cullen, K. R., Morellas, V. & Robinson, J. W.
10/1/13 → 9/30/21
Project: Research project
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Research output
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Hessian based analysis of SGD for Deep Nets: Dynamics and generalization
Li, X., Gu, Q., Zhou, Y., Chen, T. & Banerjee, A., 2020, Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020. Demeniconi, C. & Chawla, N. (eds.). Society for Industrial and Applied Mathematics Publications, p. 190-198 9 p. (Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
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 journal › Article › peer-review
Open Access79 Scopus citations -
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 proceeding › Conference contribution
Open Access7 Scopus citations -
Interpretable predictive modeling for climate variables with weighted lasso
He, S., Li, X., Sivakumar, V. & Banerjee, A., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 1385-1392 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Random quadratic forms with dependence: Applications to restricted isometry and beyond
Banerjee, A., Gu, Q., Sivakumar, V. & Wu, Z. S., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review