Author

Bhavtosh Rath

2 papers indexed here

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Jul 2026

How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness

Value Router is presented, a fully synthetic simulation of a retail merchandising pipeline that routes items using only estimated difficulty and estimated value, never ground truth and illustrates design principles for cost-aware routing systems rather than validated real-world claims.

Bhavtosh Rath · arXiv.org · 0 citations

#machine learning Preprint Aug 2026

Designing for the Next Click: Bandits for Real-Time Page Layout

A scalable bandit-based system that optimizes product page layouts in real time while preserving human control over design intent, providing a scalable path toward learning-to-design the web.

Bhavtosh Rath, H. Narasimhamurthy, Bob Eisinger et al. · 0 citations