Human-Computer Interaction · Computer Science
Machine Learning Processes as Sources of Ambiguity: Insights from AI Art
Christian Sivertsen, Guido Salimbeni, Anders Sundnes Løvlie, Steve Benford +1
2024-03-15
Human-Computer Interaction · Computer Science
Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry
Jesse Josua Benjamin, Arne Berger, Nick Merrill, James Pierce
2021-10-19
Machine Learning · Computer Science
Conceptualizing Uncertainty: A Concept-based Approach to Explaining Uncertainty
Isaac Roberts, Alexander Schulz, Sarah Schroeder, Fabian Hinder +1
2025-07-30
Computer Vision and Pattern Recognition · Computer Science
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses
Christian Rupprecht, Iro Laina, Robert DiPietro, Maximilian Baust +3
2017-08-23
Machine Learning · Computer Science
DEMAU: Decompose, Explore, Model and Analyse Uncertainties
Arthur Hoarau, Vincent Lemaire
2024-09-13
Human-Computer Interaction · Computer Science
Uncertainty, Vagueness, and Ambiguity in Human-Robot Interaction: Why Conceptualization Matters
Xiaowen Sun, Cornelius Weber, Matthias Kerzel, Josua Spisak +1
2026-04-20
Machine Learning · Computer Science
Rethinking Aleatoric and Epistemic Uncertainty
Freddie Bickford Smith, Jannik Kossen, Eleanor Trollope, Mark van der Wilk +2
2025-08-19
Artificial Intelligence · Computer Science
Uncertainty Aware AI ML: Why and How
Lance Kaplan, Federico Cerutti, Murat Sensoy, Alun Preece +1
2018-09-24
Machine Learning · Statistics
Measuring Classification Decision Certainty and Doubt
Alexander M. Berenbeim, Iain J. Cruickshank, Susmit Jha, Robert H. Thomson +1
2023-03-29
Machine Learning · Computer Science
Unified Uncertainties: Combining Input, Data and Model Uncertainty into a Single Formulation
Matias Valdenegro-Toro, Ivo Pascal de Jong, Marco Zullich
2024-06-28
High Energy Physics - Phenomenology · Physics
Machine Learning Uncertainties with Adversarial Neural Networks
Christoph Englert, Peter Galler, Philip Harris, Michael Spannowsky
2019-01-30
Computers and Society · Computer Science
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao +11
2021-05-05