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

Jayanta Mandi; Victor Bucarey Lopez; Maxime Mulamba; Tias Guns

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

Jayanta Mandi, Victor Bucarey Lopez, Maxime Mulamba, Tias Guns

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Original language	English
Title of host publication	Decision-Focused Learning: Through the Lens of Learning to Rank
Place of Publication	Baltimore, Maryland, USA
Publisher	Proceedings of Machine Learning Research
Pages	14935-14947
Number of pages	13
Volume	162
Publication status	Published - 17 Jul 2022
Event	Thirty-eighth International Conference on Machine Learning - Baltimore, United States Duration: 17 Jul 2022 → 23 Jul 2022 Conference number: 2022 https://icml.cc/virtual/2022/index.html

Publication series

Name	Proceedings of Machine Learning Research
Volume	162
ISSN (Print)	2640-3498

Conference

Conference	Thirty-eighth International Conference on Machine Learning
Abbreviated title	ICML
Country	United States
City	Baltimore
Period	17/07/22 → 23/07/22
Internet address	https://icml.cc/virtual/2022/index.html

Access to Document

https://proceedings.mlr.press/v162/mandi22a.html

1 Talk or presentation at a conference

Predict and Optimize: Through the Lens of Learning to Rank
Jayanta Mandi (Speaker), Victor Bucarey Lopez (Speaker), Maxime Albert Mulamba Ke Tchomba (Speaker) & Tias Guns (Speaker)
3 Jul 2022 → 6 Jul 2022
Activity: Talk or presentation › Talk or presentation at a conference

Cite this

@inproceedings{bdcc758c21f8428baf96824860c61a13,

title = "Decision-Focused Learning: Through the Lens of Learning to Rank",

author = "Jayanta Mandi and {Bucarey Lopez}, Victor and Maxime Mulamba and Tias Guns",

year = "2022",

month = jul,

day = "17",

language = "English",

volume = "162",

series = "Proceedings of Machine Learning Research",

publisher = "Proceedings of Machine Learning Research",

pages = "14935--14947",

booktitle = "Decision-Focused Learning: Through the Lens of Learning to Rank",

note = "Thirty-eighth International Conference on Machine Learning , ICML ; Conference date: 17-07-2022 Through 23-07-2022",

url = "https://icml.cc/virtual/2022/index.html",

}

Mandi, J, Bucarey Lopez, V, Mulamba, M & Guns, T 2022, Decision-Focused Learning: Through the Lens of Learning to Rank. in Decision-Focused Learning: Through the Lens of Learning to Rank. vol. 162, Proceedings of Machine Learning Research, vol. 162, Proceedings of Machine Learning Research, Baltimore, Maryland, USA, pp. 14935-14947, Thirty-eighth International Conference on Machine Learning , Baltimore, United States, 17/07/22. <https://proceedings.mlr.press/v162/mandi22a.html>

Decision-Focused Learning: Through the Lens of Learning to Rank. / Mandi, Jayanta; Bucarey Lopez, Victor; Mulamba, Maxime ; Guns, Tias.

Decision-Focused Learning: Through the Lens of Learning to Rank. Vol. 162 Baltimore, Maryland, USA : Proceedings of Machine Learning Research, 2022. p. 14935-14947 (Proceedings of Machine Learning Research; Vol. 162).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - GEN

T1 - Decision-Focused Learning: Through the Lens of Learning to Rank

AU - Mandi, Jayanta

AU - Bucarey Lopez, Victor

AU - Mulamba, Maxime

AU - Guns, Tias

N1 - Conference code: 2022

PY - 2022/7/17

Y1 - 2022/7/17

M3 - Conference paper

VL - 162

T3 - Proceedings of Machine Learning Research

SP - 14935

EP - 14947

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

PB - Proceedings of Machine Learning Research

CY - Baltimore, Maryland, USA

T2 - Thirty-eighth International Conference on Machine Learning

Y2 - 17 July 2022 through 23 July 2022

ER -

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

Publication series

Conference

Access to Document

Activities

Predict and Optimize: Through the Lens of Learning to Rank

Cite this