Julia Linhart

Postdoc, Center for Data Science, New York University
Joined
May 2023

Names

Julia Linhart (Preferred)

Emails

****@inria.fr (Confirmed)
, 
****@nyu.edu (Confirmed)

Personal Links

Career & Education History

Postdoc
Center for Data Science, New York University (nyu.edu)
2025 – Present
PhD student
MIND Team, INRIA (inria.fr)
2021 – 2024
Assistant Professor
Ecole Nationale Supérieure de Techniques Avancées (ensta.fr)
2023 – 2023
Research Intern
Owkin Inc. (owkin.com)
2021 – 2021
MS student
Ecole Normale Superieure (ens-paris-saclay.fr)
2020 – 2021
Eng. / MS student
Ecole Nationale des Ponts et Chausees (enpc.fr)
2017 – 2020
Undergrad student
Lycee Saint Louis (lycee-saintlouis.fr)
2015 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor
Shirley Ho
2025 – Present
Postdoc Advisor
Julia Kempe
2025 – Present
Postdoc Advisor
Uros Seljak
2025 – Present
PhD Advisor
Alexandre Gramfort
2021 – 2024
PhD Advisor
Pedro L. C. Rodrigues
2021 – 2024

Expertise

simulation-based inference
, 
validation
, 
diagnostics
, 
calibration
Present
calibration
, 
coverage tests
, 
machine learning
Present
neuroscience
, 
time series
, 
deep learning
Present
simulation-base inference
, 
model misspecification
, 
generative models
, 
out-of-distribution
Present
generative modeling
, 
normalizing flows
, 
diffusion
Present
posterior sampling
, 
diffusion generative models
Present
cosmology
, 
weak lensing
, 
deep learning
, 
outlier detection
Present
probabilistic modeling
, 
bayesian inference
, 
machine learning
, 
generative models
Present

Publications

Co-Authors