Search Results for author: Nitya Kasturi

Found 2 papers, 1 papers with code

Looper: An end-to-end ML platform for product decisions

no code implementations • 14 Oct 2021 • Igor L. Markov, Hanson Wang, Nitya Kasturi, Shaun Singh, Sze Wai Yuen, Mia Garrard, Sarah Tran, Yin Huang, Zehui Wang, Igor Glotov, Tanvi Gupta, Boshuang Huang, Peng Chen, Xiaowen Xie, Michael Belkin, Sal Uryasev, Sam Howie, Eytan Bakshy, Norm Zhou

Modern software systems and products increasingly rely on machine learning models to make data-driven decisions based on interactions with users, infrastructure and other systems.

Decision Making

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Text Ranking and Classification using Data Compression

1 code implementation • NeurIPS Workshop ICBINB 2021 • Nitya Kasturi, Igor L. Markov

A well-known but rarely used approach to text categorization uses conditional entropy estimates computed using data compression tools.

Classification Data Compression +1

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