Search Results for author: Michal Ozery-Flato

Found 2 papers, 1 papers with code

A large dataset curation and benchmark for drug target interaction

no code implementations30 Jan 2024 Alex Golts, Vadim Ratner, Yoel Shoshan, Moshe Raboh, Sagi Polaczek, Michal Ozery-Flato, Daniel Shats, Liam Hazan, Sivan Ravid, Efrat Hexter

In this paper we propose a way to standardize and represent efficiently a very large dataset curated from multiple public sources, split the data into train, validation and test sets based on different meaningful strategies, and provide a concrete evaluation protocol to accomplish a benchmark.

Drug Discovery

Adversarial Balancing for Causal Inference

1 code implementation17 Oct 2018 Michal Ozery-Flato, Pierre Thodoroff, Matan Ninio, Michal Rosen-Zvi, Tal El-Hay

Biases in observational data of treatments pose a major challenge to estimating expected treatment outcomes in different populations.

Causal Inference

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