Center for Artificial Intelligence in Business Analytics and Financial Technology
COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK
Center for Artificial Intelligence in Business Analytics and Financial Technology
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Research Areas
Research Areas
Artificial Intelligence, Deep Learning, Machine Learning
Asset & Wealth Management
Data Science
Data-Driven Decision Making
Financial Engineering & Algorithmic Trading
Modeling & Simulation
Operations Management
Optimization & Dynamic Pricing
Real Estate Finance & Investment
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Publications
Year of Publications
2019-2021
Publications
Ask2.ai
05
Aug
Publications
Supervised Neural Networks for Illiquid Alternative Asset Cash Flow Forecasting
05
Aug
Publications
Two-Stage Sector Rotation Methodology Using Machine Learning and Deep Learning Techniques
15
Jun
Publications
Deep reinforcement learning on a multi-asset environment for trading
29
Mar
Publications
Explainable AI in Credit Risk Management
03
Mar
Publications
The Vix Index Under Scrutiny of Machine Learning Techniques and Neural Networks
09
Feb
Publications
Regularized Generative Adversarial Network
26
Jun
Publications
An unsupervised deep learning approach in solving partial integro-differential equations
18
Mar
Publications
A fast method for pricing American options under the variance gamma model
15
Feb
Publications
Supervised Deep Neural Networks (DNNs) for Pricing/Calibration of Vanilla/Exotic Options Under Various Different Processes