2 papers
cs.LG2026
Comparing Latent Concept Formation in State Space Models and Transformers via Sparse Autoencoders
Rithin Nagaraj, Rupa Laalasa Oruganti, Prerna Subhashchandra Kunder +1
The quadratic scaling of Transformer self-attention has driven the adoption of sub-quadratic Selective State Space Models (SSMs) like Mamba, which compress past context into a fixe…
cs.LG2026
Pharmacokinetic State Space Models for Unbiased Prediction of Haemodynamic Collapse
Rithin Nagaraj, Sudiksha Chindula, Bhaskarjyoti Das
An Intraoperative Hypotension (IOH) event is a frequent complication during administration of general anaesthesia with serious downstream consequences, yet clinical management rema…