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Credal Bayesian Deep Learning
v1v2v3v4 (latest)

Credal Bayesian Deep Learning

19 February 2023
Michele Caprio
Souradeep Dutta
Kuk Jin Jang
Vivian Lin
Radoslav Ivanov
O. Sokolsky
Insup Lee
    OODBDLUQCV
ArXiv (abs)PDFHTMLGithub (1★)

Papers citing "Credal Bayesian Deep Learning"

22 / 22 papers shown
Empirical Decision Theory
Empirical Decision Theory
Christoph Jansen
G. Schollmeyer
Thomas Augustin
Julian Rodemann
81
0
0
05 Dec 2025
HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model
HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model
Peter Van Katwyk
Karianne J. Bergen
258
2
0
06 Oct 2025
Representative, Informative, and De-Amplifying: Requirements for Robust Bayesian Active Learning under Model Misspecification
Representative, Informative, and De-Amplifying: Requirements for Robust Bayesian Active Learning under Model Misspecification
Roubing Tang
Sabina J. Sloman
Samuel Kaski
OODUQCVCML
183
0
0
09 Jun 2025
Epistemic Errors of Imperfect Multitask Learners When Distributions Shift
Epistemic Errors of Imperfect Multitask Learners When Distributions Shift
Sabina J. Sloman
Michele Caprio
Samuel Kaski
UQCVOODUDPER
325
2
0
29 May 2025
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference
Frank Shih
Zhenghao Jiang
Faming Liang
437
2
0
25 May 2025
Optimal Conformal Prediction under Epistemic Uncertainty
Optimal Conformal Prediction under Epistemic Uncertainty
Alireza Javanmardi
Soroush H. Zargarbashi
Santo M. A. R. Thies
Willem Waegeman
Aleksandar Bojchevski
Eyke Hüllermeier
384
3
0
25 May 2025
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data
Julian Rodemann
James Bailie
SSL
416
3
0
12 May 2025
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
Shireen Kudukkil Manchingal
Andrew Bradley
Julian F. P. Kooij
Keivan K1 Shariatmadar
Neil Yorke-Smith
Fabio Cuzzolin
652
1
0
08 May 2025
A calibration test for evaluating set-based epistemic uncertainty representations
A calibration test for evaluating set-based epistemic uncertainty representationsMachine-mediated learning (ML), 2025
Mira Jürgens
Thomas Mortier
Eyke Hüllermeier
Viktor Bengs
Willem Waegeman
487
5
0
22 Feb 2025
Off-Switching Not Guaranteed
Off-Switching Not GuaranteedPhilosophical Studies (Philos. Stud.), 2025
Sven Neth
391
2
0
13 Feb 2025
A Unified Evaluation Framework for Epistemic Predictions
A Unified Evaluation Framework for Epistemic PredictionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Shireen Kudukkil Manchingal
Muhammad Mubashar
Kaizheng Wang
Fabio Cuzzolin
UQCV
371
7
0
28 Jan 2025
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification TasksNeural Networks (NN), 2024
Kaizheng Wang
Keivan K1 Shariatmadar
Shireen Kudukkil Manchingal
Fabio Cuzzolin
David Moens
Hans Hallez
UQCVBDL
691
31
0
28 Jan 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Michele Caprio
David Stutz
Shuo Li
Arnaud Doucet
UQCV
727
16
0
07 Nov 2024
Uncertainty-based Offline Variational Bayesian Reinforcement Learning
  for Robustness under Diverse Data Corruptions
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data CorruptionsNeural Information Processing Systems (NeurIPS), 2024
Rui Yang
Jie Wang
Guoping Wu
Yangqiu Song
AAMLOffRL
463
9
0
01 Nov 2024
Towards Better Understanding of In-Context Learning Ability from
  In-Context Uncertainty Quantification
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification
Shang Liu
Zhongze Cai
Guanting Chen
Xiaocheng Li
UQCV
313
2
0
24 May 2024
Generalising realisability in statistical learning theory under
  epistemic uncertainty
Generalising realisability in statistical learning theory under epistemic uncertainty
Fabio Cuzzolin
CML
323
0
0
22 Feb 2024
Credal Learning Theory
Credal Learning Theory
Michele Caprio
Maryam Sultana
Eleni Elia
Fabio Cuzzolin
FedML
560
27
0
01 Feb 2024
Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators
Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators
Lucas Berry
David Meger
UD
584
3
0
25 Aug 2023
A Novel Bayes' Theorem for Upper Probabilities
A Novel Bayes' Theorem for Upper Probabilities
Michele Caprio
Yusuf Sale
Eyke Hüllermeier
Insup Lee
311
17
0
13 Jul 2023
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Yusuf Sale
Michele Caprio
Eyke Hüllermeier
UD
286
40
0
16 Jun 2023
IBCL: Zero-shot Model Generation under Stability-Plasticity Trade-offs
IBCL: Zero-shot Model Generation under Stability-Plasticity Trade-offs
Pengyuan Lu
Michele Caprio
Eric Eaton
Insup Lee
VLM
491
4
0
24 May 2023
Bayesian Generalization Error in Linear Neural Networks with Concept
  Bottleneck Structure and Multitask Formulation
Bayesian Generalization Error in Linear Neural Networks with Concept Bottleneck Structure and Multitask FormulationNeurocomputing (Neurocomputing), 2023
Naoki Hayashi
Yoshihide Sawada
UQCVBDL
301
5
0
16 Mar 2023
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