Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimationby Batuhan Cengiz, Halil Faruk Karagoz,…
Uncertainty measurement for complex event prediction in safety-critical systemsby Maria J. P. Peixoto, Akramul AzimFirst…
Comparative Evaluation of Applicability Domain Definition Methods for Regression Modelsby Shakir Khurshid, Bharath Kumar Loganathan,…
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Predictionby Jongmin Lee, Minsu ChoFirst submitted to…
A Multi-Granularity Supervised Contrastive Framework for Remaining Useful Life Prediction of Aero-enginesby Zixuan He, Ziqian…
Projected random forests and conformal prediction of circular databy Paulo C. Marques F., Rinaldo Artes,…
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operatorsby Amirhossein Mollaali,…
Robust Gaussian Processes via Relevance Pursuitby Sebastian Ament, Elizabeth Santorella, David Eriksson, Ben Letham, Maximilian…
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithmby Sattar Vakili, Julia…
Very fast Bayesian Additive Regression Trees on GPUby Giacomo PetrilloFirst submitted to arxiv on: 30…