Identifying maximally informative signal-aware representations of single-cell data using the Information Bottleneck

Serafima Dubnov; Zoe Piran; Hermona Soreq; Mor Nitzan

doi:10.1101/2024.05.22.595292

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Identifying maximally informative signal-aware representations of single-cell data using the Information Bottleneck

View ORCID ProfileSerafima Dubnov, View ORCID ProfileZoe Piran, View ORCID ProfileHermona Soreq, View ORCID ProfileMor Nitzan

doi: https://doi.org/10.1101/2024.05.22.595292

Serafima Dubnov

1The Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel

2The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel

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ORCID record for Serafima Dubnov

Zoe Piran

3School of Computer Science and Engineering, The Hebrew University, Jerusalem, Israel

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Hermona Soreq

1The Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel

2The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel

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Mor Nitzan

3School of Computer Science and Engineering, The Hebrew University, Jerusalem, Israel

4Racah Institute of Physics, The Hebrew University, Jerusalem, Israel

5Faculty of Medicine, The Hebrew University, Jerusalem, Israel

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ORCID record for Mor Nitzan
For correspondence: mor.nitzan@mail.huji.ac.il

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Identifying maximally informative signal-aware representations of single-cell data using the Information Bottleneck

Serafima Dubnov, Zoe Piran, Hermona Soreq, Mor Nitzan

bioRxiv 2024.05.22.595292; doi: https://doi.org/10.1101/2024.05.22.595292

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Identifying maximally informative signal-aware representations of single-cell data using the Information Bottleneck

Serafima Dubnov, Zoe Piran, Hermona Soreq, Mor Nitzan

bioRxiv 2024.05.22.595292; doi: https://doi.org/10.1101/2024.05.22.595292

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