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Predicting accurate probabilities with a ranking loss

Predicting accurate probabilities with a ranking loss

18 June 2012
A. Menon
Xiaoqian Jiang
Shankar Vembu
Charles Elkan
L. Ohno-Machado
ArXiv (abs)PDFHTML

Papers citing "Predicting accurate probabilities with a ranking loss"

27 / 27 papers shown
Title
Confidence-Aware Multi-Field Model Calibration
Confidence-Aware Multi-Field Model Calibration
Yuang Zhao
Chuhan Wu
Qinglin Jia
Hong Zhu
Jia Yan
Libin Zong
Linxuan Zhang
Zhenhua Dong
Muyu Zhang
98
1
0
27 Feb 2024
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
Siddartha Devic
Aleksandra Korolova
David Kempe
Vatsal Sharan
104
6
0
14 Feb 2024
Perception and Semantic Aware Regularization for Sequential Confidence
  Calibration
Perception and Semantic Aware Regularization for Sequential Confidence Calibration
Zhenghua Peng
Yuanmao Luo
Tianshui Chen
Keke Xu
Shuangping Huang
AI4TS
83
2
0
31 May 2023
Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing
  Univariate Linear Losses
Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing Univariate Linear Losses
Kaan Gokcesu
Hakan Gokcesu
99
0
0
04 Apr 2023
Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation
Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation
Wenbo Hu
Xin Sun
Qiang liu
Wenbo Hu
Shu Wu
126
1
0
23 Mar 2023
Calibrated Regression Against An Adversary Without Regret
Calibrated Regression Against An Adversary Without Regret
Shachi Deshpande
Charles Marx
Volodymyr Kuleshov
185
0
0
23 Feb 2023
Isotonic Recalibration under a Low Signal-to-Noise Ratio
Isotonic Recalibration under a Low Signal-to-Noise Ratio
M. Wüthrich
Johanna Fasciati-Ziegel
39
13
0
06 Jan 2023
Optimizing Two-way Partial AUC with an End-to-end Framework
Optimizing Two-way Partial AUC with an End-to-end Framework
Zhiyong Yang
Qianqian Xu
Shilong Bao
Yuan He
Xiaochun Cao
Qingming Huang
84
21
0
23 Jun 2022
A Log-Linear Time Sequential Optimal Calibration Algorithm for Quantized
  Isotonic L2 Regression
A Log-Linear Time Sequential Optimal Calibration Algorithm for Quantized Isotonic L2 Regression
Kaan Gokcesu
Hakan Gokcesu
112
1
0
01 Jun 2022
Calibration Matters: Tackling Maximization Bias in Large-scale
  Advertising Recommendation Systems
Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems
Yewen Fan
Nian Si
Kun Zhang
26
2
0
19 May 2022
Obtaining Calibrated Probabilities with Personalized Ranking Models
Obtaining Calibrated Probabilities with Personalized Ranking Models
Wonbin Kweon
SeongKu Kang
Hwanjo Yu
FedML
70
15
0
09 Dec 2021
Efficient, Anytime Algorithms for Calibration with Isotonic Regression
  under Strictly Convex Losses
Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses
Kaan Gokcesu
Hakan Gokcesu
48
5
0
31 Oct 2021
An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF
  Mass Spectrometry
An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry
V. Seethi
Z. LaCasse
P. Chivte
Joshua Bland
Shrihari S. Kadkol
E. Gaillard
Pratool Bharti
Hamed Alhoori
31
10
0
28 Sep 2021
Optimally Efficient Sequential Calibration of Binary Classifiers to
  Minimize Classification Error
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error
Kaan Gokcesu
Hakan Gokcesu
106
18
0
19 Aug 2021
Reusing Combinatorial Structure: Faster Iterative Projections over
  Submodular Base Polytopes
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes
Jai Moondra
Hassan Mortagy
Swati Gupta
87
4
0
22 Jun 2021
Calibrating sufficiently
Calibrating sufficiently
Dirk Tasche
UQCV
61
11
0
15 May 2021
On the Inference Calibration of Neural Machine Translation
On the Inference Calibration of Neural Machine Translation
Shuo Wang
Zhaopeng Tu
Shuming Shi
Yang Liu
113
83
0
03 May 2020
Intelligence, physics and information -- the tradeoff between accuracy
  and simplicity in machine learning
Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning
Tailin Wu
128
1
0
11 Jan 2020
Adversarial Time-to-Event Modeling
Adversarial Time-to-Event Modeling
Paidamoyo Chapfuwa
Chenyang Tao
Chunyuan Li
C. Page
B. Goldstein
Lawrence Carin
Ricardo Henao
AAMLOODCML
105
92
0
09 Apr 2018
Calibration of Machine Learning Classifiers for Probability of Default
  Modelling
Calibration of Machine Learning Classifiers for Probability of Default Modelling
Pedro G. Fonseca
Hugo D. Lopes
25
10
0
24 Oct 2017
Deep Learning for Patient-Specific Kidney Graft Survival Analysis
Deep Learning for Patient-Specific Kidney Graft Survival Analysis
Margaux Luck
Tristan Sylvain
H. Cardinal
Andrea Lodi
Yoshua Bengio
SyDa
156
116
0
29 May 2017
Learning with Confident Examples: Rank Pruning for Robust Classification
  with Noisy Labels
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
Curtis G. Northcutt
Tailin Wu
Isaac L. Chuang
NoLa
112
160
0
04 May 2017
Learning Optimized Risk Scores
Learning Optimized Risk Scores
Berk Ustun
Cynthia Rudin
208
84
0
01 Oct 2016
Estimating Uncertainty Online Against an Adversary
Estimating Uncertainty Online Against an Adversary
Volodymyr Kuleshov
Stefano Ermon
OOD
46
7
0
13 Jul 2016
Online Isotonic Regression
Online Isotonic Regression
W. Kotłowski
Wouter M. Koolen
Alan Malek
89
18
0
14 Mar 2016
Binary Classifier Calibration using an Ensemble of Near Isotonic
  Regression Models
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models
Mahdi Pakdaman Naeini
G. Cooper
UQCVMQ
63
44
0
16 Nov 2015
Binary Classifier Calibration: Non-parametric approach
Binary Classifier Calibration: Non-parametric approach
Mahdi Pakdaman Naeini
G. Cooper
Milos Hauskrecht
106
17
0
14 Jan 2014
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