Search Results for author: Fatemeh Navidi

Found 2 papers, 1 papers with code

Optimal Decision Tree with Noisy Outcomes

1 code implementation NeurIPS 2019 Su Jia, Fatemeh Navidi, Viswanath Nagarajan, R. Ravi

In pool-based active learning, the learner is given an unlabeled data set and aims to efficiently learn the unknown hypothesis by querying the labels of the data points.

Active Learning

Adaptive Submodular Ranking and Routing

no code implementations5 Jun 2016 Fatemeh Navidi, Prabhanjan Kambadur, Viswanath Nagarajan

We obtain a logarithmic factor approximation algorithm for this adaptive ranking problem, which is the best possible (unless P=NP).

Active Learning

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