2 papers
cs.LG2026
Integrable Elasticity via Neural Demand Potentials
Carlos Heredia, Daniel Roncel
We propose the Integrable Context-Dependent Demand Network (ICDN), a demand-first neural model for multiproduct retail demand. The model learns log-demand as a smooth, context-cond…
eess.AS2024
On the Use of Audio to Improve Dialogue Policies
Daniel Roncel, Federico Costa, Javier Hernando
With the significant progress of speech technologies, spoken goal-oriented dialogue systems are becoming increasingly popular. One of the main modules of a dialogue system is typic…