DEUP: Direct Epistemic Uncertainty Prediction

DEUP: Direct Epistemic Uncertainty Prediction

16 February 2021

Moksh Jain

Jarrid Rector-Brooks

Maksym Korablyov

Papers citing "DEUP: Direct Epistemic Uncertainty Prediction"

5 / 5 papers shown

Title
Class Uncertainty: A Measure to Mitigate Class Imbalance Z. S. Baltaci K. Oksuz S. Kuzucu K. Tezoren B. K. Konar A. Ozkan Emre Akbas Sinan Kalkan 45 2 0 23 Nov 2023
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale Ayush Sekhari Karthik Sridharan 157 24 0 11 Jul 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 251 4,940 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 230 8,157 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 229 7,406 0 03 Jul 2012