Search Results for author: Peter Stoica

Found 2 papers, 1 papers with code

Learning Robust Decision Policies from Observational Data

no code implementations NeurIPS 2020 Muhammad Osama, Dave Zachariah, Peter Stoica

We address the problem of learning a decision policy from observational data of past decisions in contexts with features and associated outcomes.

Conformal Prediction valid

Robust Risk Minimization for Statistical Learning

1 code implementation3 Oct 2019 Muhammad Osama, Dave Zachariah, Peter Stoica

We consider a general statistical learning problem where an unknown fraction of the training data is corrupted.

regression

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