Financial time-series modeling
Comparing hybrid neural networks and traditional models for financial time series.
Reinforcement learning trading strategy analysis
Explaining the decisions of reinforcement learning agents for portfolio management and comparing them with technical trading indicators.
Temporal Point Processes
Machine learning applied to Hawkes processes.
Metrics for trading
Designing metrics that reflect the potential profitability of market prediction models.