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Realizable $H$-Consistent and Bayes-Consistent Loss Functions for
  Learning to Defer

Realizable HHH-Consistent and Bayes-Consistent Loss Functions for Learning to Defer

18 July 2024
Anqi Mao
M. Mohri
Yutao Zhong
ArXivPDFHTML

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-$k$ Classification
Cardinality-Aware Set Prediction and Top-kkk Classification
Corinna Cortes
Anqi Mao
Christopher Mohri
M. Mohri
Yutao Zhong
27
2
0
09 Jul 2024
A Causal Framework for Evaluating Deferring Systems
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
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
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
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
Reinforcement Learning Under Algorithmic Triage
Eleni Straitouri
Adish Singla
Vahid Balazadeh Meresht
Manuel Gomez Rodriguez
OffRL
20
16
0
23 Sep 2021
Human-AI Collaboration with Bandit Feedback
Human-AI Collaboration with Bandit Feedback
Ruijiang Gao
M. Saar-Tsechansky
Maria De-Arteaga
Ligong Han
Min Kyung Lee
Matthew Lease
30
48
0
22 May 2021
Learning Adversarially Fair and Transferable Representations
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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