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Improving Learning-to-Defer Algorithms Through Fine-Tuning

Improving Learning-to-Defer Algorithms Through Fine-Tuning

Naveen Raman
Michael Yee
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Papers citing "Improving Learning-to-Defer Algorithms Through Fine-Tuning"

10 / 10 papers shown
Title
Differentiable Learning Under Triage
Differentiable Learning Under Triage
Nastaran Okati
A. De
Manuel Gomez Rodriguez
48
64
0
16 Mar 2021
Towards Unbiased and Accurate Deferral to Multiple Experts
Towards Unbiased and Accurate Deferral to Multiple Experts
Vijay Keswani
Matthew Lease
K. Kenthapadi
FaML
10
69
0
25 Feb 2021
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Gagan Bansal
Tongshuang Wu
Joyce Zhou
Raymond Fok
Besmira Nushi
Ece Kamar
Marco Tulio Ribeiro
Daniel S. Weld
59
588
0
26 Jun 2020
Classification Under Human Assistance
Classification Under Human Assistance
A. De
Nastaran Okati
Ali Zarezade
Manuel Gomez Rodriguez
34
49
0
21 Jun 2020
Consistent Estimators for Learning to Defer to an Expert
Consistent Estimators for Learning to Defer to an Expert
Hussein Mozannar
David Sontag
21
201
0
02 Jun 2020
Learning to Complement Humans
Learning to Complement Humans
Bryan Wilder
Eric Horvitz
Ece Kamar
85
167
0
01 May 2020
Human uncertainty makes classification more robust
Human uncertainty makes classification more robust
Joshua C. Peterson
Ruairidh M. Battleday
Thomas Griffiths
Olga Russakovsky
OOD
26
299
0
19 Aug 2019
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
M. Raghu
Katy Blumer
G. Corrado
Jon M. Kleinberg
Ziad Obermeyer
S. Mullainathan
71
140
0
28 Mar 2019
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
David Madras
T. Pitassi
R. Zemel
FaML
83
220
0
17 Nov 2017
Wide Residual Networks
Wide Residual Networks
Sergey Zagoruyko
N. Komodakis
231
7,951
0
23 May 2016

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