Search Results for author: Glenn Van Wallendael

Found 6 papers, 3 papers with code

Conformal Predictive Systems Under Covariate Shift

1 code implementation23 Apr 2024 Jef Jonkers, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke

Conformal Predictive Systems (CPS) offer a versatile framework for constructing predictive distributions, allowing for calibrated inference and informative decision-making.

Conformal Prediction Decision Making

Blind Deep-Learning-Based Image Watermarking Robust Against Geometric Transformations

no code implementations14 Feb 2024 Hannes Mareen, Lucas Antchougov, Glenn Van Wallendael, Peter Lambert

Therefore, this paper proposes a new watermarking method that is robust against geometric attacks.

Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects

2 code implementations7 Feb 2024 Jef Jonkers, Jarne Verhaeghe, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke

The approaches leverage weighted conformal predictive systems (WCPS), Monte Carlo sampling, and CATE meta-learners to generate predictive distributions of individual treatment effect (ITE) that could enhance individualized decision-making.

Decision Making Uncertainty Quantification

Network-Distributed Video Coding

no code implementations12 Jan 2021 Johan De Praeter, Christopher Hollmann, Rickard Sjoberg, Glenn Van Wallendael, Peter Lambert

Nowadays, an enormous amount of videos are streamed every day to countless users, all using different devices and networks.

Multimedia

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