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uncertainty quantification

1365 papers

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UQ

Co-occurring keywords

uncertainty estimation (639) bayesian inference (1904) large language model (12755) conformal prediction (208) gaussian process (1198) variational inference (2069) out-of-distribution detection (611) epistemic uncertainty (156) neural network (6616) bayesian neural network (201)

Papers

A Framework for Evaluating Approximation Methods for Gaussian Process Regression JMLR 2013
Regret based Robust Solutions for Uncertain Markov Decision Processes NIPS 2013
Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012
Minimizing Uncertainty in Pipelines NIPS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012
Motion Planning Under Uncertainty In Highly Deformable Environments RSS 2011
Minimax Algorithm for Learning Rotations COLT 2011
Probabilistic Inference and Differential Privacy NIPS 2010
Multi-resolution Exploration in Continuous Spaces NIPS 2008
The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty RSS 2007
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior NIPS 2007
Bayesian Policy Gradient Algorithms NIPS 2006
Uncertainty, phase and oscillatory hippocampal recall NIPS 2006
Multiple timescales and uncertainty in motor adaptation NIPS 2006
A Universal Well-Calibrated Algorithm for On-line Classification JMLR 2004