Preprint
Axiom Tilt
Financial text for stock selection and reinforcement learning for portfolio allocation, using FinBERT, LightGBM, and PPO.
Research
Ongoing
Mamba2 inference latency
Optimizing Mamba2 inference, then comparing speed and financial classification accuracy with Transformer models.
Ongoing
Optimizer efficiency
Comparing AdamW, Muon, Shampoo, and K-FAC by the time they take to reach a fixed validation loss in Mamba2 and Transformer pretraining.