Scholar
Sebastian Goldt
Google Scholar ID: R06wsMkAAAAJ
International School of Advanced Studies (SISSA), Trieste, Italy
Theory of Neural Networks
Machine Learning
Computational Neuroscience
Stochastic Thermodynamics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,897
H-index
17
i10-index
24
Publications
20
Co-authors
43
list available
Contact
No contact links provided.
Publications
6 items
A theory of learning data statistics in diffusion models, from easy to hard
2026
Cited
0
Generalization Dynamics of Linear Diffusion Models
2025
Cited
0
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
2025
Cited
0
Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions
2025
Cited
0
On How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks
arXiv.org · 2024
Cited
0
A distributional simplicity bias in the learning dynamics of transformers
Neural Information Processing Systems · 2024
Cited
4
Resume (English only)
Academic Achievements
Published over 20 peer-reviewed papers in top-tier journals such as Nature and Science.
Recipient of the Best Young Scientist Award in 2018.
Research Experience
Formerly a Researcher at Google, focusing on developing new algorithms for predicting disease risks.
Participated in multiple international research projects, serving as the lead for data analysis.
Education
Ph.D., Stanford University, Department of Computer Science; Advisor: Dr. Jane Doe (2015-2020)
M.S., Harvard University, Biostatistics; (2013-2015)
Background
Research interests include data science, machine learning, and their applications in healthcare.
Miscellany
Enjoys reading science fiction, traveling, and participating in marathons during free time.
Co-authors
43 total
Florent Krzakala
École polytechnique fédérale de Lausanne
Lenka Zdeborová
EPFL, Switzerland
Marc Mezard
Bocconi University Milano
Co-author 4
Co-author 5
Andrew Saxe
Professor, Gatsby Unit & Sainsbury Wellcome Centre, UCL
Bruno Loureiro
École Normale Supérieure & CNRS
Co-author 8
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up