Search Results for author: Sagi Levanon

Found 3 papers, 2 papers with code

Generalized Strategic Classification and the Case of Aligned Incentives

1 code implementation9 Feb 2022 Sagi Levanon, Nir Rosenfeld

Our generalized model subsumes most current models but includes other novel settings; among these, we identify and target one intriguing sub-class of problems in which the interests of users and the system are aligned.

Classification

Strategic Classification Made Practical

1 code implementation2 Mar 2021 Sagi Levanon, Nir Rosenfeld

Our approach directly minimizes the "strategic" empirical risk, achieved by differentiating through the strategic response of users.

Classification General Classification

Abiotic Stress Prediction from RGB-T Images of Banana Plantlets

no code implementations23 Nov 2020 Sagi Levanon, Oshry Markovich, Itamar Gozlan, Ortal Bakhshian, Alon Zvirin, Yaron Honen, Ron Kimmel

Prediction of stress conditions is important for monitoring plant growth stages, disease detection, and assessment of crop yields.

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