TY - GEN
T1 - Integrating Machine Learning and Optimization to Boost Decision Making
AU - Fioretto, Ferdinando
N1 - Publisher Copyright:
© 2022 International Joint Conferences on Artificial Intelligence. All rights reserved.
PY - 2022
Y1 - 2022
N2 - This paper presents a conceptual review of our recent advancements on the integration of machine learning and optimization. It focuses on describing new hybrid machine learning and optimization methods to predict fast, approximate, solutions to combinatorial problems and to enable structural logical inference.
AB - This paper presents a conceptual review of our recent advancements on the integration of machine learning and optimization. It focuses on describing new hybrid machine learning and optimization methods to predict fast, approximate, solutions to combinatorial problems and to enable structural logical inference.
UR - http://www.scopus.com/inward/record.url?scp=85137945528&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85137945528&partnerID=8YFLogxK
U2 - 10.24963/ijcai.2022/815
DO - 10.24963/ijcai.2022/815
M3 - Conference contribution
AN - SCOPUS:85137945528
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 5808
EP - 5812
BT - Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022
A2 - De Raedt, Luc
A2 - De Raedt, Luc
PB - International Joint Conferences on Artificial Intelligence
T2 - 31st International Joint Conference on Artificial Intelligence, IJCAI 2022
Y2 - 23 July 2022 through 29 July 2022
ER -