Tucker Balch

Full Professor, Finance, Emory University

Joined

July 2019

Names

Tucker Balch (Preferred)

Tucker R. Balch

Emails

****@gmail.com (Confirmed)

****@emory.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Finance, Emory University (emory.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-Based Framework for Governance
Eren Kurshan, Tucker Balch, David Byrd
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
When AI Adds No Signal: LLM Embeddings versus Price-Based Stock Clusters
Bingyang Wang, Grant Johnson, Maria Hybinette, Tucker Balch
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
HashMark: Watermarking Tabular/Synthetic Data For Machine Learning Via Cryptographic Hash Functions
Harish Karthikeyan, Leo de Castro, Antigoni Polychroniadou, Manuela Veloso, Tucker Balch
- Submitted to ICLR 2026
- Readers: Everyone
Is All the Information in the Price? LLM Embeddings versus the EMH in Stock Clustering
Bingyang Wang, Grant Johnson, Tucker Balch, Maria Hybinette
- GenAI in Finance 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
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems.
Sang Min Oh, James M. Rehg, Tucker R. Balch, Frank Dellaert
- 2008 (modified: 09 Nov 2022)
- International Journal of Computer Vision2008
- Readers: Everyone
MCMC Data Association and Sparse Factorization Updating for Real Time Multitarget Tracking with Merged and Multiple Measurements.
Zia Khan, Tucker R. Balch, Frank Dellaert
- 2006 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2006
- Readers: Everyone
Data-Driven MCMC for Learning and Inference in Switching Linear Dynamic Systems
Sang Min Oh, James M. Rehg, Tucker R. Balch, Frank Dellaert
- 2005 (modified: 16 Jul 2019)
- AAAI 2005
- Readers: Everyone
Multitarget Tracking with Split and Merged Measurements
Zia Khan, Tucker R. Balch, Frank Dellaert
- 2005 (modified: 10 Nov 2022)
- CVPR (1) 2005
- Readers: Everyone
Learning and Inference in Parametric Switching Linear Dynamical Systems
Sang Min Oh, James M. Rehg, Tucker R. Balch, Frank Dellaert
- 2005 (modified: 10 Nov 2022)
- ICCV 2005
- Readers: Everyone

View all 15 publications