Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems

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Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Celso França, Gestefane Rabbi, Thierson Couto Rosa, Marcos André Gonçalves

Published: 01 Jan 2025, Last Modified: 16 May 2025Inf. Process. Manag. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Continuous risk-sensitive optimization.•Self-contained risk-sensitiveness.•Risk-sensitive deep neural ranking.