Neil Rohit Mallinar
UC San Diego. Halıcıoğlu Data Science Institute. nmallina@ucsd.edu.

Currently seeking an office :)
10100 Hopkins Dr
San Diego, CA 92093
I’m pursuing my PhD at UC San Diego, advised by Misha Belkin.
I am broadly interested in problems of representation learning, and understanding what it means to learn “good” representations.
In doing so I have been looking into the relationship between pre-training and continual / transfer learning in deep neural networks, and specifically the role of over-parameterization and interpolation in these areas.
Additionally, I’m interested in studying how finite-width networks and their corresponding infinite-width limits behave in the aforementioned settings.
my life in four days
Sep 28, 2020 | Started my PhD at UC San Diego |
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Aug 1, 2019 | Joined Pryon Inc in Brooklyn |
Aug 23, 2016 | Moved to New York, started at IBM Watson |
May 18, 2016 | Got my Bachelor’s from Johns Hopkins University |
news
selected publications
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In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Nov 2020
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International Conference on Learning Representations 2019
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Proceedings of the AAAI Conference on Artificial Intelligence Dec 2018
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Astronomy and Computing Jul 2017