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Yosef, Nir
8 publications
ICLRW
2025
2DE: A Probabilistic Method for Differential Expression Across Niches in Spatial Transcriptomics Data
Nathan Levy
,
Florian Ingelfinger
,
Artemy Bakulin
,
Giacomo Cinnirella
,
Pierre Boyeau
,
Can Ergen
,
Nir Yosef
ICLRW
2025
Ai Agent for Data-Driven Hypothesis Exploration in Single-Cell Transcriptomics
Artemy Bakulin
,
Pierre Boyeau
,
Nir Yosef
ICML
2025
AutoEval Done Right: Using Synthetic Data for Model Evaluation
Pierre Boyeau
,
Anastasios Nikolas Angelopoulos
,
Tianle Li
,
Nir Yosef
,
Jitendra Malik
,
Michael I. Jordan
ICLRW
2025
Nolan: Constructing Graph Representation of Tissue Structure with Self-Supervised Learning
Artemy Bakulin
,
Nathan Levy
,
Can Ergen
,
Jonas Maaskola
,
Nir Yosef
ICLRW
2025
Nolan: Self-Supervised Framework for Mapping Continuous Tissue Organization
Artemy Bakulin
,
Nathan Levy
,
Can Ergen
,
Jonas Maaskola
,
Nir Yosef
ICLRW
2024
Scvi-Hub: A Flexible Framework for Reference Enabled Single-Cell Data Analysis
Can Ergen
,
Valeh Valiollah Pour Amiri
,
Martin Kim
,
Aaron Streets
,
Adam Gayoso
,
Nir Yosef
NeurIPS
2020
Decision-Making with Auto-Encoding Variational Bayes
Romain Lopez
,
Pierre Boyeau
,
Nir Yosef
,
Michael I. Jordan
,
Jeffrey Regier
NeurIPS
2018
Information Constraints on Auto-Encoding Variational Bayes
Romain Lopez
,
Jeffrey Regier
,
Michael I Jordan
,
Nir Yosef