Svitlana Vyetrenko

AI Research Director, J.P. Morgan Chase

Joined

September 2020

Names

Svitlana Vyetrenko (Preferred)

Emails

****@jpmchase.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

AI Research Director

J.P. Morgan Chase (jpmorgan.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

DiffCATS: Causally Associated Time-Series Generation through Diffusion Models
Giuseppe Masi, Andrea Coletta, Elizabeth Fons, Svitlana Vyetrenko, Novella Bartolini
- Accepted by TMLR
- Readers: Everyone
TS-Agent: A Time Series Reasoning Agent with Iterative Statistical Insight Gathering
Penghang Liu, Elizabeth Fons, Svitlana Vyetrenko, Daniel Borrajo, Vamsi K. Potluru, Manuela Veloso
- FoRLM 2025
- Readers: Everyone
Privacy-Aware Time Series Synthesis via Public Knowledge Distillation
Penghang Liu, Haibei Zhu, Eleonora Kreacic, Svitlana Vyetrenko
- Accepted by TMLR
- Readers: Everyone
Towards Interpretable Time Series Foundation Models
Matthieu Boileau, Philippe Helluy, Jérémy Pawlus, Svitlana Vyetrenko
- FMSD @ ICML 2025
- Readers: Everyone
Mixup Regularization: A Probabilistic Perspective
Yousef El-Laham, Niccolo Dalmasso, Svitlana Vyetrenko, Vamsi K. Potluru, Manuela Veloso
- UAI 2025 Poster
- Readers: Everyone
LSCD: Lomb--Scargle Conditioned Diffusion for Time series Imputation
Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Luciana Ferrer, Svitlana Vyetrenko, Manuela Veloso
- ICML 2025 poster
- Readers: Everyone
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
Peer Nagy, Sascha Yves Frey, Kang Li, Bidipta Sarkar, Svitlana Vyetrenko, Stefan Zohren, Ani Calinescu, Jakob Nicolaus Foerster
- ICML 2025 poster
- Readers: Everyone
Variational Neural Stochastic Differential Equations with Change Points
Yousef El-Laham, Zhongchang Sun, Haibei Zhu, Tucker Balch, Svitlana Vyetrenko
- Accepted by TMLR
- Readers: Everyone
LOB-Bench: Benchmarking Generative AI for Finance - with an Application to Limit Order Book Markets
Peer Nagy, Sascha Yves Frey, Kang Li, Svitlana Vyetrenko, Stefan Zohren, Ani Calinescu, Jakob Nicolaus Foerster
- Submitted to ICLR 2025
- Readers: Everyone
A Language Model-Guided Framework for Mining Time Series with Distributional Shifts
Haibei Zhu, Yousef El-Laham, Elizabeth Fons, Svitlana Vyetrenko
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone

View all 21 publications

Co-Authors

View all 34 co-authors