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2407.13732
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Realizable
H
H
H
-Consistent and Bayes-Consistent Loss Functions for Learning to Defer
18 July 2024
Anqi Mao
M. Mohri
Yutao Zhong
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Papers citing
"Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer"
8 / 8 papers shown
Title
Cardinality-Aware Set Prediction and Top-
k
k
k
Classification
Corinna Cortes
Anqi Mao
Christopher Mohri
M. Mohri
Yutao Zhong
27
2
0
09 Jul 2024
A Causal Framework for Evaluating Deferring Systems
Filippo Palomba
Andrea Pugnana
Jose M. Alvarez
Salvatore Ruggieri
CML
44
2
0
29 May 2024
Regression with Cost-based Rejection
Xin Cheng
Yuzhou Cao
Haobo Wang
Hongxin Wei
Bo An
Lei Feng
OOD
25
7
0
08 Nov 2023
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
Yuzhou Cao
Hussein Mozannar
Lei Feng
Hongxin Wei
Bo An
25
10
0
02 Nov 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
197
2,232
0
22 Mar 2023
Reinforcement Learning Under Algorithmic Triage
Eleni Straitouri
Adish Singla
Vahid Balazadeh Meresht
Manuel Gomez Rodriguez
OffRL
18
16
0
23 Sep 2021
Human-AI Collaboration with Bandit Feedback
Ruijiang Gao
M. Saar-Tsechansky
Maria De-Arteaga
Ligong Han
Min Kyung Lee
Matthew Lease
28
48
0
22 May 2021
Learning Adversarially Fair and Transferable Representations
David Madras
Elliot Creager
T. Pitassi
R. Zemel
FaML
205
663
0
17 Feb 2018
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