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cs.LG2026
Designing for the Next Click: Bandits for Real-Time Page Layout
Bhavtosh Rath, Harshith Narasimhamurthy, Bob Eisinger +3
E-commerce platforms increasingly personalize user experiences through machine learning, yet page layout decisions remain dominated by static rules and manual curation. We present…
cs.AI2026
How Often Should a Recommender Call an LLM? Value-Weighted Routing, Monitoring, and Seasonal Robustness
Bhavtosh Rath
Routing decisions between a cheap heuristic and an expensive large language model (LLM) are typically framed as a difficulty problem: send the hard cases to the expensive path. We…