MORNING
- 09:50-10:00: Openings
- 10:00-10:30: E. Vittori, M. Trapletti, M. Restelli: "Option hedging with risk averse Reinforcement Learning"
- 10:30-11:00: G. Anese, M. Corazza, M. Costola, L. Pelizzon: "Impact of market sentiment on stock return and volatility"
- 11:00-11:30: E. Barucci, M. Bonollo, F. Poli, E. Rroji: "A machine learning algorithm for stock picking built on information based outliers"
- 11:30-11:45: Break
- 11:45-12:15: I. Kyriakou, P. Mousavi, J.P. Nielsen, M. Scholz: "Short-term exuberance and long-term stability: A simultaneous optimisation of stock return predictions for short and long horizons"
- 12:15-12:45: A. Flori, D. Regoli: "Revealing pairs-trading opportunities with Long Short-Term Memory Networks"
- 12:45-14:15: Break
AFTERNOON- 14:15-14:45: M. Azzone, E. Barucci, G. Giuffra, D. Marazzina: "A Machine Learning model for lapse prediction in life insurance contracts"
- 14:45-15:15: Oleksandr Castello, M. Resta: "Parsimonious yield curve models on the trial: An application to BRICs countries"
- 15:15-15:45: G. Amici, M. Bianchetti, F. Brina, B. Lari, M. Mezzetti, A. Peroni, P. Rossi: "Deep Learning from market data"
- 15:45-16:00: Break
- 16:00-16:30: L. W. Cong, K. Tang: "AlphaPortfolio: Single-step portfolio construction through Reinforcement Learning and economically interpretable AI"
- 16:30-17:00: E. Vittori, M. Bernasconi, F. Trovò, M. Restelli: "Dealing with transaction costs in portfolio optimization: Online gradient descent with momentum"
- 17:00-17:30: G. di Tollo, J. Andria, S. Ghilardi: "Gender analysis and attention to gender: An experimental framework"
- 17:30-17:40: Closings