6 citations · 11 across the 4 of their papers we have counts for
4 papers
Conformal Predictions for Longitudinal Data
Devesh Batra, Salvatore Mercuri, Raad Khraishi
We introduce Longitudinal Predictive Conformal Inference (LPCI), a novel distribution-free conformal prediction algorithm for longitudinal data. Current conformal prediction approa…
Simple Noisy Environment Augmentation for Reinforcement Learning
Raad Khraishi, Ramin Okhrati
Data augmentation is a widely used technique for improving model performance in machine learning, particularly in computer vision and natural language processing. Recently, there h…
Modelling customer lifetime-value in the retail banking industry
Greig Cowan, Salvatore Mercuri, Raad Khraishi
Understanding customer lifetime value is key to nurturing long-term customer relationships, however, estimating it is far from straightforward. In the retail banking industry, comm…
An Introduction to Machine Unlearning
Salvatore Mercuri, Raad Khraishi, Ramin Okhrati +4
Removing the influence of a specified subset of training data from a machine learning model may be required to address issues such as privacy, fairness, and data quality. Retrainin…