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2111.10723
Cited By
End-to-end Learning for Fair Ranking Systems
21 November 2021
James Kotary
Ferdinando Fioretto
Pascal Van Hentenryck
Ziwei Zhu
FaML
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Papers citing
"End-to-end Learning for Fair Ranking Systems"
12 / 12 papers shown
Title
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems
Zhichen Xiang
Hongke Zhao
Chuang Zhao
Ming He
Jianping Fan
54
1
0
25 Jun 2024
Differentiation of Multi-objective Data-driven Decision Pipeline
Peng Li
Lixia Wu
Chaoqun Feng
Haoyuan Hu
Lei Fu
Jieping Ye
124
1
0
02 Jun 2024
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty
M. H. Dinh
James Kotary
Ferdinando Fioretto
94
0
0
12 Feb 2024
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages
M. H. Dinh
James Kotary
Ferdinando Fioretto
66
1
0
07 Feb 2024
Analyzing and Enhancing the Backward-Pass Convergence of Unrolled Optimization
James Kotary
Jacob K Christopher
M. H. Dinh
Ferdinando Fioretto
47
0
0
28 Dec 2023
A predict-and-optimize approach to profit-driven churn prevention
Nuria Gómez-Vargas
Sebastián Maldonado
Carla Vairetti
60
2
0
10 Oct 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities
Jayanta Mandi
James Kotary
Senne Berden
Maxime Mulamba
Víctor Bucarey
Tias Guns
Ferdinando Fioretto
AI4CE
135
72
0
25 Jul 2023
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software
Ying Xiao
Shangwen Wang
Sicen Liu
Dingyuan Xue
Xian Zhan
Yepang Liu
CML
49
0
0
23 May 2023
Learning to Re-rank with Constrained Meta-Optimal Transport
Andrés Hoyos-Idrobo
OffRL
87
0
0
29 Apr 2023
Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective
Adam N. Elmachtoub
Henry Lam
Haofeng Zhang
Yunfan Zhao
176
6
0
13 Apr 2023
Backpropagation of Unrolled Solvers with Folded Optimization
James Kotary
M. H. Dinh
Ferdinando Fioretto
100
15
0
28 Jan 2023
Decision-Focused Learning: Through the Lens of Learning to Rank
Jayanta Mandi
Víctor Bucarey
Maxime Mulamba Ke Tchomba
Tias Guns
85
48
0
07 Dec 2021
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