J. Antonio Sidaoui

Ph.D. Candidate, Department of Industrial Engineering & Operations Research
Columbia University in the City of New York

3

Papers Released

3

Talks Given

4

Courses Taught

Latest News

Mobirise Website Builder
New Paper Release

December 29, 2025

The Nonstationarity-Complexity Tradeoff in Return Prediction posted.  

Mobirise Website Builder
IAQF Thalesians Series Seminar 

October 21, 2025

Present Data-Driven DFM via Manifold Learning paper at the October IAQF Thalesians Seminar Series. 

Mobirise Website Builder
NFA Conference

September 19-21, 2025

Present Graph Machine Learning paper at the Northern Finance Association 2025 main conference.

Mobirise Website Builder
Manifold Learning Paper Featured at SIAM-FM25

July 15-18, 2025

Data-Driven DFM via Manifold Learning paper featured as a plenary talk by Agostino Capponi at the SIAM-FM25 conference.

 

Mobirise Website Builder
New Paper Release

June 24, 2025

Data-Driven Dynamic Factor Modeling via Manifold Learning posted. 

Mobirise Website Builder
SoFiE Conference 

June 9-12, 2025

Present Graph Machine Learning paper at the 17th Annual Society for Financial Econometrics Conference. 

Mobirise Website Builder
Graph ML Paper Accepted at SoFiE, NFA, FRR Conferences

March-April, 2025

Graph ML paper accepted at SoFiE, NFA, inaugural FRR conferences. 

Mobirise Website Builder
New Paper Release

December 9, 2024

Graph Machine Learning for Asset Pricing posted.

☁️ Best offers ☁️ Free delivery ☁️ Perfect design ☁️ Comfort ☁️ Support 24/7 ☁️ Vibes
☁️ Best offers ☁️ Free delivery ☁️ Perfect design ☁️ Comfort ☁️ Support 24/7 ☁️ Vibes
Mobirise Website Builder
Mobirise Website Builder

About

J. Antonio Sidaoui is a Ph.D candidate at Columbia University's Department of Industrial Engineering & Operations Research. He joined the department in 2023 after obtaining an M.S. in Statistics & Data Science at Yale University and a B.A. and B.S. in Mathematical Economics and Statistics at the University of Pennsylvania, Wharton School respectively. 

J. Antonio's research focuses on the discovery and design of novel Machine Learning methodologies for financial applications, most recently Graph Machine Learning for Asset Pricing and Manifold Learning for Data-Driven Risk Management. 

 

Connect

Contact Info

  • Email: j.sidaoui@columbia.edu
  • Address: 500 W 120th St, New York, NY 10027
  • © 2025 J. Antonio Sidaoui

AI Website Generator