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Joel Jennings
Researcher, Google Deepmind
Joined
September 2022
Names
Joel Jennings
(Preferred)
,
Joel Nicholas Jennings
Emails
****@prowler.io
(Confirmed)
,
****@microsoft.com
(Confirmed)
,
****@outlook.com
(Confirmed)
,
****@google.com
(Confirmed)
Personal Links
DBLP
Career & Education History
Researcher
Google Deepmind
(google.com)
2024
–
Present
Researcher
Microsoft
(microsoft.com)
2022
–
2023
Researcher
Prowler.io
(prowler.io)
2017
–
2020
PhD student
University of Cambridge
(cam.ac.uk)
2011
–
2014
Advisors, Relations & Conflicts
Coworker
Cheng Zhang
2022
–
2023
Coworker
Wenbo Gong
2022
–
2023
Coworker
Chao Ma
2022
–
2023
Coworker
Adam Foster
2022
–
2023
Coworker
Nick Pawlowski
2022
–
2023
Coworker
Agrin Hilmkil
2022
–
2023
Expertise
No areas of expertise listed
Publications
Deep End-to-end Causal Inference
Tomas Geffner
,
Javier Antoran
,
Adam Foster
,
Wenbo Gong
,
Chao Ma
,
Emre Kiciman
,
Amit Sharma
,
Angus Lamb
,
Martin Kukla
,
Nick Pawlowski
,
Agrin Hilmkil
,
Joel Jennings
,
Meyer Scetbon
,
Miltiadis Allamanis
,
Cheng Zhang
Accepted by TMLR
Readers:
Everyone
A Fixed-Point Approach for Causal Generative Modeling
Meyer Scetbon
,
Joel Jennings
,
Agrin Hilmkil
,
Cheng Zhang
,
Chao Ma
ICML 2024 Poster
Readers:
Everyone
Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention
Jiaqi Zhang
,
Joel Jennings
,
Agrin Hilmkil
,
Nick Pawlowski
,
Cheng Zhang
,
Chao Ma
ICML 2024 Poster
Readers:
Everyone
Neural structure learning with stochastic differential equations
Benjie Wang
,
Joel Jennings
,
Wenbo Gong
ICLR 2024 poster
Readers:
Everyone
Towards Causal Foundation Model: on Duality between Causal Inference and Attention
Jiaqi Zhang
,
Joel Jennings
,
Cheng Zhang
,
Chao Ma
Submitted to ICLR 2024
Readers:
Everyone
Answering Causal Questions with Augmented LLMs
Nick Pawlowski
,
James Vaughan
,
Joel Jennings
,
Cheng Zhang
DeployableGenerativeAI
Readers:
Everyone
BayesDAG: Gradient-Based Posterior Sampling for Causal Discovery
Yashas Annadani
,
Nick Pawlowski
,
Joel Jennings
,
Stefan Bauer
,
Cheng Zhang
,
Wenbo Gong
1st SPIGM @ ICML Oral
Readers:
Everyone
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
Yashas Annadani
,
Nick Pawlowski
,
Joel Jennings
,
Stefan Bauer
,
Cheng Zhang
,
Wenbo Gong
NeurIPS 2023 poster
Readers:
Everyone
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design
Desi R. Ivanova
,
Joel Jennings
,
Tom Rainforth
,
Cheng Zhang
,
Adam Foster
ICML 2023 Poster
Readers:
Everyone
A Causal AI Suite for Decision-Making
Emre Kiciman
,
Eleanor Wiske Dillon
,
Darren Edge
,
Adam Foster
,
Agrin Hilmkil
,
Joel Jennings
,
Chao Ma
,
Robert Ness
,
Nick Pawlowski
,
Amit Sharma
,
Cheng Zhang
03 Oct 2022 (modified: 05 May 2023)
CML4Impact
Readers:
Everyone
View all 24 publications
Co-Authors
Adam Foster
Agrin Hilmkil
Aivar Sootla
Amit Sharma
Angus Lamb
Benjie Wang
Changmin Yu
Chao Ma
Cheng Zhang
Craig Barton
Darren Edge
David Henry Mguni
David Mguni
Desi R. Ivanova
Digory Smith
Eleanor Wiske Dillon
Emilio Sison
Emre Kiciman
Enrique Munoz de Cote
James Vaughan
Javier Antoran
Jiaqi Zhang
Jun Wang
Martin Kukla
Matthew Ashman
View all 47 co-authors