All clear: How Shapley values make opaque models more transparent
Originally published by The Actuary, March 2022. © The Institute and Faculty of Actuaries. Click here to read the original article.
Originally published by The Actuary, March 2022. © The Institute and Faculty of Actuaries. Click here to read the original article.
Introduction The past decade has seen the rise of technology penetration in our everyday lives, from ride-hailing, food delivery, e-commerce, digital bank...
https://doi.org/10.1016/j.insmatheco.2021.10.001 Abstract This paper is concerned with introducing a family of multivariate mixed Negative Binomial regre...
https://doi.org/10.1080/02664763.2021.1993798 Abstract Motivated by the extended Poisson INAR(1), which allows innovations to be serially dependent, we d...
https://doi.org/10.1080/10920277.2021.1978850 Abstract The main purpose of this article is to present a new class of bivariate mixed Poisson regression mo...
In this post, we would explore how to split a dataset for the purpose of federated learning. Federated learning is applicable when there are multiple indepen...
Originally published by The Actuary, July 2021. © The Institute and Faculty of Actuaries. Click here to read the original article.
This is part of a series of posts that aim to explain in greater detail the NLP pipeline supporting the twitter sentiment analysis performed here. Step 1:...
Originally published by The Actuary, March 2021. © The Institute and Faculty of Actuaries. Click here to read the original article. Małgorzata Śmietanka ...
Originally published by The Actuary, September 2021. © The Institute and Faculty of Actuaries. Click here to read the original article.
Originally published by The Actuary, February 2021. © The Institute and Faculty of Actuaries. Click here to read the original article. John Ng and Melani...
Welcome to the website of the IFoA Data Science Research workstream. This is where we will host information about the work we have done and share interesting...
Originally published by The Actuary, July 2020. © The Institute and Faculty of Actuaries. Click here to read the original article. Małgorzata Śmietanka a...