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cs.LG2026
ProtSent: Protein Sentence Transformers
Dan Ofer, Oriel Perets, Michal Linial +1
Protein language models produce rich per-residue representations, but the sequence embeddings obtained by mean-pooling them are never trained to place related proteins near one ano…
cs.LG2024
DSF-GAN: DownStream Feedback Generative Adversarial Network
Oriel Perets, Nadav Rappoport
Utility and privacy are two crucial measurements of the quality of synthetic tabular data. While significant advancements have been made in privacy measures, generating synthetic s…
cs.LG2023★ 2 cited
Subpopulation-Specific Synthetic EHR for Better Mortality Prediction
Oriel Perets, Nadav Rappoport
Electronic health records (EHR) often contain different rates of representation of certain subpopulations (SP). Factors like patient demographics, clinical condition prevalence, an…