Author

A. Thorat

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Preprint Aug 2026

ATLAS: Learning to Recommend Across Unseen Domains

Recommender systems remain domain-bound: a model trained on one interaction environment typically requires retraining or target-domain adaptation before it can operate on a new catalogue. A recommender trained on movies cannot be directly deployed to recommend groceries or video games. Existing approaches mitigate this...

Pervez Shaik, Prosenjit Biswas, A. Thorat et al. · 0 citations

Preprint Aug 2026

GENESIS: Towards Explainable Causal Discovery

Causal Discovery (CD) from observational data faces two fundamental challenges. First, purely statistical methods often lack the power to resolve structural ambiguities in low-sample regimes. Second, although LLM-assisted hybrid approaches improve structure recovery through semantic reasoning, the influence of that rea...

A. Thorat, Ravi Kolla, Vishak K Bhat et al. · 0 citations