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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Siddhant Doshi

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Book Open access Nov 2026

Personalized Quality-Aware Reranking for Long-Term User Retention in E-commerce

A personalized quality-aware reranking framework that explicitly incorporates product quality into the ranking objective, and proposes a dual-model architecture: Personalized NQD (PNQD), which estimates user-specific dissatisfaction risk for a user–product pair, and Retention-Driven Alpha (RDA), which adaptively contro...

Siddhant Doshi, Krish Rupapara, Bhavuk Singhal et al. · 0 citations
Book Open access Nov 2026

Personalized Quality-Aware Reranking for Long-Term User Retention in E-commerce

Modern recommendation systems are predominantly optimized for short-term engagement signals such as Click-Through Rate (CTR) and Conversion Rate (CVR), often overlooking post-purchase user satisfaction. As a result, ranking systems can repeatedly promote products that drive immediate interactions but lead to poor user...

Siddhant Doshi, Krish Rupapara, Bhavuk Singhal et al. · 0 citations

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