Conformal Off-Policy Prediction in Contextual Bandits
Jean-Francois Ton*, Muhammad Faaiz Taufiq*, Rob Cornish, Yee Whye Teh, Arnaud Doucet
14/9/2022
Our paper has been accepted at Neurips 2022 Link.
Currently working as senior research scientist at Tiktok, focusing on explainable ML and causal inference.
We are hiring PhD interns !!! Link. Feel free to contact me for more information.
I recently defended my DPhil at the University of Oxford in Machine Learning supervised by Prof. Yee Whye Teh and Prof. Dino Sejdinovic.
Before joining the Oxford Statistical Machine Learning Group, I did my MSc in Applied Statistics at the University of Oxford.
Prior to that, I graduated with BSc in Mathematics from Imperial College London.
I have previously interned at Amazon Tubingen Germany, Apple Inc. Cupertino CA. and Bloomberg L.P. London.
My research interest lies in Causal Inference, XAI and Kernel Methods. Specifically, understanding uncertainty in Deep/Causal Models.
14/9/2022
Our paper has been accepted at Neurips 2022 Link.
19/1/2022
Our paper has been accepted at AISTATS 2022 Link .
03/10/2021
Our paper has been accepted at Neurips 2021 Link.
03/10/2021
Our paper has been accepted at NAACL 2022 SRW Link.
05/06/2019
Our paper has been accepted at AISTATS 2021 Link.
21/02/2020
Our paper has been accepted at ICLR 2021 Link.
14/12/2020
Our paper has been accepted at AAAI 2021 Link.
05/12/2019
Our paper has been accepted at ICML 2020 Link.
26/02/2019
Our paper has been accepted at ICML 2019 Link
09/07/2018
Our paper has been accepted at Spatatial Statisics Journal 2018 Journal of Spatial Statistics 2018
09/12/2017
Our paper has been accepted at ICML 2019 (Honorable Mention for Best Paper Award) Link
My main interests lie in Computational Statistics and Machine Learning. I have done projects on MCMC Methods, Gaussian Processes, Bayesian Quadrature and Bayesian Deep Learning. I am currently working on Meta-Learning and in understanding uncertainty in Deep Learning Models. In my free time I like to do photography and play table tennis.
My Résumé is available here.