Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization

9 November 2023

Papers citing "Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization"

4 / 4 papers shown

Title
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression Akash Srivastava Seung-Jun Han Kai Xu Benjamin Rhodes Michael U. Gutmann 39 11 0 01 May 2023
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 45 24 0 22 Oct 2022
A primer on model-guided exploration of fitness landscapes for biological sequence design Sam Sinai Eric D. Kelsic 42 28 0 04 Oct 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016