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个人简介
My research interest lies at the intersection of Representation Learning, Density Estimation, and Optimization. One of the main focuses of my work is to reduce the dependence on a large labeled dataset in model training by developing algorithms that are predominantly unsupervised, self-supervised. I also have an interest in the design and analysis of representation learning algorithms that are scalable, communication-efficient, memory-efficient, and robust to adversarial perturbations. I have recently started treading the waters in deep reinforcement learning and its integration with unsupervised learning.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
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Martin Pelikan,Sheikh Shams Azam,Vitaly Feldman, Jan "Honza" Silovsky,Kunal Talwar, Tatiana Likhomanenko
CoRR (2023)
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CoRR (2023): 1-8
user-61447a76e55422cecdaf7d19(2021)
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D-Core
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