Decision-Focused Learning: Through the Lens of Learning to Rank.

Jayanta Mandi Víctor Bucarey Maxime Mulamba Ke Tchomba Tias Guns

Published in: ICML (2022)

Keyphrases

learning to rank
information retrieval
reinforcement learning
supervised learning

learning process
ranking functions
directly optimize
learning algorithm

loss function
search engine
active learning

document retrieval
learning tasks
decision makers