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ORCIDJan-Christian Hütter
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2020 – today
- 2024
[c8]Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev:
Toward the Identifiability of Comparative Deep Generative Models. CLeaR 2024: 868-912- [c7]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: 17-37 - [i5]Romain Lopez, Jan-Christian Hütter, Ehsan Hajiramezanali, Jonathan K. Pritchard, Aviv Regev:
Toward the Identifiability of Comparative Deep Generative Models. CoRR abs/2401.15903 (2024) - 2023
- [c6]Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri
, Tommaso Biancalani, Jan-Christian Hütter:
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning. AISTATS 2023: 6371-6387 - [c5]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: 90-100 - [i4]Muralikrishnna G. Sethuraman, Romain Lopez, Rahul Mohan, Faramarz Fekri, Tommaso Biancalani, Jan-Christian Hütter:
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning. CoRR abs/2301.01849 (2023) - 2022
- [c4]Ethan Weinberger, Romain Lopez, Jan-Christian Hütter, Aviv Regev:
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI. MLCB 2022: 16-32 - [c3]Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev:
Large-Scale Differentiable Causal Discovery of Factor Graphs. NeurIPS 2022 - [i3]Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard, Aviv Regev:
Large-Scale Differentiable Causal Discovery of Factor Graphs. CoRR abs/2206.07824 (2022) - 2020
- [c2]Jan-Christian Hütter, Philippe Rigollet:
Estimation Rates for Sparse Linear Cyclic Causal Models. UAI 2020: 1169-1178
2010 – 2019
- 2019
- [c1]Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Philippe Rigollet, Geoffrey Schiebinger, Jonathan Weed:
Statistical Optimal Transport via Factored Couplings. AISTATS 2019: 2454-2465 - [i2]Jan-Christian Hütter, Cheng Mao, Philippe Rigollet, Elina Robeva:
Estimation of Monge Matrices. CoRR abs/1904.03136 (2019) - 2018
- [i1]Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Geoffrey Schiebinger, Philippe Rigollet, Jonathan Weed:
Statistical Optimal Transport via Geodesic Hubs. CoRR abs/1806.07348 (2018) - 2014
- [j1]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): 3814-3837 (2014)
Coauthor Index
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