Enhanced Data-Driven Product Development via Gradient Based Optimization and Conformalized Monte Carlo Dropout Uncertainty Estimation

Andrea Thomas Nava, Lijo Johny, Fabio Azzalini, Johannes Schneider, Arianna Casanova. Enhanced Data-Driven Product Development via Gradient Based Optimization and Conformalized Monte Carlo Dropout Uncertainty Estimation. In Ana Paula Rocha 0001, Mattias Wahde, H. Jaap van den Herik, editors, Proceedings of the 18th International Conference on Agents and Artificial Intelligence, ICAART 2026 - Volume 4, Marbella, Spain, March 5-7, 2026. pages 3471-3478, SCITEPRESS, 2026. [doi]

Abstract

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