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2401.06421
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Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction
12 January 2024
Geethen Singh
Glenn Moncrieff
Zander Venter
Kerry Cawse-Nicholson
Jasper Slingsby
Tamara B. Robinson
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Papers citing
"Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction"
7 / 7 papers shown
Title
Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction
Farhad Pourkamali-Anaraki
29
0
0
24 Apr 2025
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets
Javier Fumanal-Idocin
Javier Andreu-Perez
15
0
0
21 Apr 2025
A Trilogy of AI Safety Frameworks: Paths from Facts and Knowledge Gaps to Reliable Predictions and New Knowledge
Simon Kasif
AI4CE
15
0
0
09 Oct 2024
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression
Harris Papadopoulos
9
10
0
24 Oct 2023
Predictive Inference with Feature Conformal Prediction
Jiaye Teng
Chuan Wen
Dinghuai Zhang
Yoshua Bengio
Yang Gao
Yang Yuan
27
24
0
01 Oct 2022
Continental-scale land cover mapping at 10 m resolution over Europe (ELC10)
Z. Venter
M. Sydenham
17
68
0
22 Apr 2021
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
Alon Jacovi
Ana Marasović
Tim Miller
Yoav Goldberg
241
417
0
15 Oct 2020
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