Jan-Christian Hütter

16 papers A* 1A 3B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Building, benchmarking, and exploring perturbative maps of transcriptional and morphological data.
PLoS Comput. Biol.
Safiye Celik, Jan-Christian Hütter, Sandra Melo Carlos, Nathan H. Lazar, Rahul Mohan, Conor Tillinghast, Tommaso Biancalani, Marta M. Fay, Berton Earnshaw, Imran S. Haque
2024 J jnl
Learning Identifiable Factorized Causal Representations of Cellular Responses.
CoRR
Haiyi Mao, Romain Lopez, Kai Liu, Jan-Christian Hütter, David Richmond, Panayiotis V. Benos, Lin Qiu
2024 B conf
Sequential Optimal Experimental Design of Perturbation Screens Guided by Multi-modal Priors.
RECOMB
Kexin Huang, Romain Lopez, Jan-Christian Hütter, Takamasa Kudo, Antonio Rios, Aviv Regev
2024 — conf
Toward the Identifiability of Comparative Deep Generative Models.
CLeaR
Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev
2024 J jnl
Toward the Identifiability of Comparative Deep Generative Models.
CoRR
Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev
2023 — conf
A Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data.
MLCB
Xinming Tu, Jan-Christian Hütter, Zitong Jerry Wang, Takamasa Kudo, Aviv Regev, Romain Lopez
2023 A conf
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning.
AISTATS
Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Hütter
2023 J jnl
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning.
CoRR
Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Hütter
2022 — conf
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI.
MLCB
Ethan Weinberger, Romain Lopez, Jan-Christian Hütter, Aviv Regev
2022 A* conf
Large-Scale Differentiable Causal Discovery of Factor Graphs.
NeurIPS
Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev
2022 J jnl
Large-Scale Differentiable Causal Discovery of Factor Graphs.
CoRR
Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev
2020 A conf
Estimation Rates for Sparse Linear Cyclic Causal Models.
UAI
Jan-Christian Hütter, Philippe Rigollet
2019 J jnl
Estimation of Monge Matrices.
CoRR
Jan-Christian Hütter, Cheng Mao, Philippe Rigollet, Elina Robeva
2019 A conf
Statistical Optimal Transport via Factored Couplings.
AISTATS
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Philippe Rigollet, Geoffrey Schiebinger, Jonathan Weed
2018 J jnl
Statistical Optimal Transport via Geodesic Hubs.
CoRR
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Geoffrey Schiebinger, Philippe Rigollet, Jonathan Weed
2014 J jnl
Asymptotic Behavior of Gradient Flows Driven by Nonlocal Power Repulsion and Attraction Potentials in One Dimension.
SIAM J. Math. Anal.
Marco Di Francesco, Massimo Fornasier, Jan-Christian Hütter, Daniel Matthes