"non-parametric modeling" Papers

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Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences

Shuchen Wu, Mirko Thalmann, Peter Dayan et al.

ICLR 2025arXiv:2410.21332
1
citations

NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification

Mélodie Monod, Alessandro Micheli, Samir Bhatt

NEURIPS 2025arXiv:2505.11054

Bivariate Causal Discovery using Bayesian Model Selection

Anish Dhir, Samuel Power, Mark van der Wilk

ICML 2024arXiv:2306.02931
7
citations

Non-parametric Sensor Noise Modeling and Synthesis

Ali Mosleh, Luxi Zhao, Atin Vikram Singh et al.

ECCV 2024
4
citations

Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants

Isabel Chien, Wessel Bruinsma, Javier Gonzalez et al.

ICML 2024