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Jan-Christian Hütter
Jan-Christian Hütter
E-mail confirmado em gene.com - Página inicial
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Cycling cancer persister cells arise from lineages with distinct programs
Y Oren, M Tsabar, MS Cuoco, L Amir-Zilberstein, HF Cabanos, JC Hütter, ...
Nature 596 (7873), 576-582, 2021
3102021
Lecture notes in high dimensional statistics
P Rigollet, JC Hütter
Zentralblatt MATH 1372, 2015
294*2015
Skin-resident innate lymphoid cells converge on a pathogenic effector state
P Bielecki, SJ Riesenfeld, JC Hütter, E Torlai Triglia, MS Kowalczyk, ...
Nature, 1-5, 2021
1492021
Minimax estimation of smooth optimal transport maps
JC Hütter, P Rigollet
1242021
Optimal rates for total variation denoising
JC Hütter, P Rigollet
Conference on Learning Theory, 1115-1146, 2016
1082016
Statistical optimal transport via factored couplings
A Forrow, JC Hütter, M Nitzan, P Rigollet, G Schiebinger, J Weed
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
782019
Stepwise-edited, human melanoma models reveal mutations’ effect on tumor and microenvironment
E Hodis, ET Triglia, JYH Kwon, T Biancalani, LR Zakka, S Parkar, ...
Science 376 (6592), eabi8175, 2022
352022
Large-scale differentiable causal discovery of factor graphs
R Lopez, JC Hütter, J Pritchard, A Regev
Advances in Neural Information Processing Systems 35, 19290-19303, 2022
302022
Biological cartography: Building and benchmarking representations of life
S Celik, JC Huetter, S Melo, N Lazar, R Mohan, C Tillinghast, T Biancalani, ...
NeurIPS 2022 Workshop on Learning Meaningful Representations of Life, 2022
122022
NODAGS-Flow: Nonlinear cyclic causal structure learning
MG Sethuraman, R Lopez, R Mohan, F Fekri, T Biancalani, JC Hütter
International Conference on Artificial Intelligence and Statistics, 6371-6387, 2023
102023
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI
E Weinberger, R Lopez, JC Hütter, A Regev
Machine Learning in Computational Biology, 16-32, 2022
102022
Estimation of Monge matrices
JC Hütter, C Mao, P Rigollet, E Robeva
102020
Consistency of probability measure quantization by means of power repulsion–attraction potentials
M Fornasier, JC Hütter
Journal of Fourier Analysis and Applications 22 (3), 694-749, 2016
92016
Maximum likelihood estimation for Brownian motion tree models based on one sample
M Truell, JC Hütter, C Squires, P Zwiernik, C Uhler
arXiv preprint arXiv:2112.00816, 2021
82021
Sequential Optimal Experimental Design of Perturbation Screens Guided by Multi-modal Priors
K Huang, R Lopez, JC Hütter, T Kudo, A Rios, A Regev
International Conference on Research in Computational Molecular Biology, 17-37, 2024
62024
Optimal rates for estimation of two-dimensional totally positive distributions
JC Hütter, C Mao, P Rigollet, E Robeva
Electronic Journal of Statistics 14 (2), 2600-2652, 2020
32020
Positivity in Linear Gaussian Structural Equation Models
A Lodhia, JC Hütter, C Uhler, P Zwiernik
arXiv preprint arXiv:2305.19884, 2023
22023
Estimation rates for sparse linear cyclic causal models
JC Huetter, P Rigollet
Conference on Uncertainty in Artificial Intelligence, 1169-1178, 2020
22020
Minimax estimation with structured data: Shape constraints, causal models, and optimal transport
JCK Hütter
Massachusetts Institute of Technology, 2019
22019
Toward the Identifiability of Comparative Deep Generative Models
R Lopez, JC Huetter, E Hajiramezanali, JK Pritchard, A Regev
Causal Learning and Reasoning, 868-912, 2024
12024
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