conftrace_

probabilistic regression

7 papers

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Co-occurring keywords

label noise (498) gaussian process (1200) uncertainty quantification (1393) mixture density network (18) predictive uncertainty (79) logical constraint (35) conditional probability density (3) sparse outlier (4) label integration (2) log marginal likelihood (3)

Papers

Robust Gaussian Processes via Relevance Pursuit NIPS 2024
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NIPS 2024
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NIPS 2023
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
Probabilistic Regression for Visual Tracking CVPR 2020
Deep Sigma Point Processes UAI 2020
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data AISTATS 2012