Contrastive learning and manifold modelling for neural systems.
Contrastive manifold learning for neural activity.
Representation learning for neural decoding.
Topological structure of neural representations.
Extreme risk modelling.
Hybrid mean-reverting and stochastic trend models for statistical arbitrage and regime-dependent spread dynamics.
Markov regime models.
Spatial causal inference.
Early warning signals.