Jan-Christian Hütter

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 13

Top Topics

Conditional Independence Tests

Structure Learning Algorithm

Top Venues

Publications

Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev
Toward the Identifiability of Comparative Deep Generative Models. CoRR (2024)
Kexin Huang, Romain Lopez, Jan-Christian Hütter, Takamasa Kudo, Antonio Rios, Aviv Regev
Sequential Optimal Experimental Design of Perturbation Screens Guided by Multi-modal Priors. RECOMB (2024)
Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev
Toward the Identifiability of Comparative Deep Generative Models. CLeaR (2024)
Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Hütter
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning. CoRR (2023)
Xinming Tu, Jan-Christian Hütter, Zitong Jerry Wang, Takamasa Kudo, Aviv Regev, Romain Lopez
A Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data. MLCB (2023)
Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Hütter
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning. AISTATS (2023)
Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev
Large-Scale Differentiable Causal Discovery of Factor Graphs. CoRR (2022)
Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev
Large-Scale Differentiable Causal Discovery of Factor Graphs. NeurIPS (2022)
Ethan Weinberger, Romain Lopez, Jan-Christian Hütter, Aviv Regev
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI. MLCB (2022)
Jan-Christian Hütter, Philippe Rigollet
Estimation Rates for Sparse Linear Cyclic Causal Models. UAI (2020)
Jan-Christian Hütter, Cheng Mao, Philippe Rigollet, Elina Robeva
Estimation of Monge Matrices. CoRR (2019)
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Philippe Rigollet, Geoffrey Schiebinger, Jonathan Weed
Statistical Optimal Transport via Factored Couplings. AISTATS (2019)
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Geoffrey Schiebinger, Philippe Rigollet, Jonathan Weed
Statistical Optimal Transport via Geodesic Hubs. CoRR (2018)
Marco Di Francesco, Massimo Fornasier, Jan-Christian Hütter, Daniel Matthes
Asymptotic Behavior of Gradient Flows Driven by Nonlocal Power Repulsion and Attraction Potentials in One Dimension. SIAM J. Math. Anal. 46 (6) (2014)