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Jan-Christian Hütter
Jan-Christian Hütter
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Title
Cited by
Cited by
Year
Lecture notes in high dimensional statistics
P Rigollet, JC Hütter
Zentralblatt MATH 1372, 2015
264*2015
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
2552021
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
1272021
Optimal rates for total variation denoising
JC Hütter, P Rigollet
Conference on Learning Theory, 1115-1146, 2016
1022016
Minimax estimation of smooth optimal transport maps
JC Hütter, P Rigollet
992021
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
722019
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
252022
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
222022
Estimation of Monge matrices
JC Hütter, C Mao, P Rigollet, E Robeva
102020
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
92022
Biological cartography: Building and benchmarking representations of life
S Celik, JC Hütter, SM Carlos, NH Lazar, R Mohan, C Tillinghast, ...
Biorxiv, 2022.12. 09.519400, 2022
92022
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
82023
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
82016
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
72021
Optimal rates for estimation of two-dimensional totally positive distributions
JC Hütter, C Mao, P Rigollet, E Robeva
32020
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
A Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data
X Tu, JC Hütter, ZJ Wang, T Kudo, A Regev, R Lopez
Machine Learning in Computational Biology, 90-100, 2024
12024
Supplement to “Estimation of Monge Matrices.”
JC Hütter, C Mao, P Rigollet, E Robeva
12020
Asymptotic Behavior of Gradient Flows Driven by Nonlocal Power Repulsion and Attraction Potentials in One Dimension
M Di Francesco, M Fornasier, JC Hütter, D Matthes
SIAM Journal on Mathematical Analysis 46 (6), 3814-3837, 2014
12014
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