latent state refinement 1recommendation systems 1recursive inference 1sequential recommendation 1user modeling 1
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cs.LG2026
GENESIS: Towards Explainable Causal Discovery
Abhinav Thorat, Ravi Kumar Kolla, Vishak K Bhat +2
Causal Discovery (CD) from observational data faces two fundamental challenges. First, purely statistical methods often lack the power to resolve structural ambiguities in low-samp…
cs.LG2025
KANITE: Kolmogorov-Arnold Networks for ITE estimation
Eshan Mehendale, Abhinav Thorat, Ravi Kolla +1
We introduce KANITE, a framework leveraging Kolmogorov-Arnold Networks (KANs) for Individual Treatment Effect (ITE) estimation under multiple treatments setting in causal inference…