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Arya Mazumdar
Associate Professor
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Research Interests
I work on a range of statistical reconstruction problems, error correcting codes, information theory, and on some foundational topics in machine learning. I am also interested in the trade-offs between computation, communication and convergence rates of distributed algorithms.
I work on a range of statistical reconstruction problems, error correcting codes, information theory, and on some foundational topics in machine learning. I am also interested in the trade-offs between computation, communication and convergence rates of distributed algorithms.
Papers102 papers
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ALT, pp.468-489, (2020)
Cited by2EIBibtex
PROCEEDINGS OF THE VLDB ENDOWMENT, no. 11 (2020): 1905-1918
UAI, pp.410-419, (2020)
EIBibtex
ISIT, pp.2556-2561, (2020)
NIPS 2020, (2020)
EIBibtex
Proc. VLDB Endow., no. 11 (2020): 1905-1918
EIBibtex
arXiv: Machine Learning, (2019): 2734-2738
IEEE Transactions on Information Theory, no. 9 (2019): 5580-5591
Bibtex
APPROX-RANDOM, (2019)
EIBibtex
ITA, pp.1-28, (2019)
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Allerton, pp.108-115, (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 10387-10396
Cited by1EIBibtex
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 10531-10540
Cited by7EIBibtex
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