Jan-Christian Hütter | DeepAI

AI Chat

Featured Co-authors

Caroline Uhler
49 publications
Philippe Rigollet
46 publications
Cheng Mao
18 publications
Chandler Squires
17 publications
Piotr Zwiernik
17 publications
Elina Robeva
15 publications
Jonathan Weed
13 publications
Romain Lopez
10 publications
Geoffrey Schiebinger
9 publications
Aviv Regev
6 publications
Asad Lodhia
3 publications

∙ 05/31/2023

Positivity in Linear Gaussian Structural Equation Models

We study a notion of positivity of Gaussian directed acyclic graphical m...

0 Asad Lodhia, et al. ∙

∙ 06/15/2022

Large-Scale Differentiable Causal Discovery of Factor Graphs

A common theme in causal inference is learning causal relationships betw...

0 Romain Lopez, et al. ∙

∙ 12/01/2021

Maximum Likelihood Estimation for Brownian Motion Tree Models Based on One Sample

We study the problem of maximum likelihood estimation given one data sam...

0 Michael Truell, et al. ∙

∙ 06/13/2020

Optimal Rates for Estimation of Two-Dimensional Totally Positive Distributions

We study minimax estimation of two-dimensional totally positive distribu...

0 Jan-Christian Hütter, et al. ∙

∙ 06/08/2019

Estimation Rates for Sparse Linear Cyclic Causal Models

Causal models are important tools to understand complex phenomena and pr...

0 Jan-Christian Hütter, et al. ∙

∙ 05/14/2019

Minimax rates of estimation for smooth optimal transport maps

Brenier's theorem is a cornerstone of optimal transport that guarantees ...

0 Jan-Christian Hütter, et al. ∙

∙ 04/05/2019

Estimation of Monge Matrices

Monge matrices and their permuted versions known as pre-Monge matrices n...

0 Jan-Christian Hütter, et al. ∙

∙ 06/19/2018

Statistical Optimal Transport via Geodesic Hubs

We propose a new method to estimate Wasserstein distances and optimal tr...

0 Aden Forrow, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world