Coletta, Andrea
- On the Constrained Time-Series Generation Problem
2023/07/04 by Andrea Coletta, Sriram Gopalakrishan, Coletta, Andrea +5 · 12 citations
Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #Stock Market Forecasting Methods
- Towards Realistic Market Simulations: a Generative Adversarial Networks\n Approach
2021/10/25 by Andrea Coletta, Coletta, Andrea, Matteo Prata +13 · 3 citations
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Financial Markets and Investment Strategies #I.2 #I.6 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Sports Analytics and Performance #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR) #and Science (cs.CE)
- Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness
2023/06/22 by Andrea Coletta, Coletta, Andrea, Joseph W. Jerome +5 · 3 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Sports Analytics and Performance #Topic Modeling #Trading and Market Microstructure (q-fin.TR) #and Science (cs.CE)
- Synthetic Data Applications in Finance
2023/12/29 by Potluru, Vamsi K., Borrajo, Daniel, Coletta, Andrea +17 · 3 citations
#FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Machine Learning (cs.LG)
- LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study
2023/07/05 by Prata, Matteo, Masi, Giuseppe, Berti, Leonardo +6 · 2 citations
#FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Trading and Market Microstructure (q-fin.TR)
- LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
2024/02/13 by Andrea Coletta, Kshama Dwarakanath, Coletta, Andrea +7 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Neural Networks and Applications #Advanced Text Analysis Techniques
- Chat Bankman-Fried: an Exploration of LLM Alignment in Finance
2024/11/01 by Claudia Biancotti, Biancotti, Claudia, Carolina Camassa +7 · 1 voice · 1 citation
Business, Management and Accounting · #Corporate Governance and Law #cs.AI #cs.CL #cs.CY #q-fin.GN