MC Dropout

mentions 2 type Person feed RSS

// recent coverage 2 mentions

04:00

2026-09-14

arxiv.org

machine-learning

Physics-Informed Conformal Prediction: Embedding PDE Consistency into Distribution-Free Uncertainty Quantification for Neural Operators

Researchers proposed Physics-Informed Conformal Prediction (PI-CP), a framework that embeds PDE residuals into the nonconformity score of split conformal prediction to give neural operators distributi…

04:00

2026-07-07

arxiv.org

machine-learning

Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading

Researchers proposed an uncertainty-aware reinforcement learning framework for algorithmic trading that integrates distributional, epistemic, and aleatoric uncertainty estimations using SHAP-weighted …

// co-occurs with top 7 entities

SHAP 1 LSTM 1 Physics-Informed Conformal Prediction 1 Fourier Neural Operator 1 DeepONet 1 arXiv 1 Deep Ensembles 1

// topics top 4 topics

machine learning 2 ai research 2 neural networks 1 ai safety 1