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Rickard Karlsson
PhD student, Delft University of Technology
Joined
May 2021
Names
Rickard Karlsson
(Preferred)
,
Rickard K.A. Karlsson
Emails
****@icloud.com
(Confirmed)
,
****@student.chalmers.se
(Confirmed)
,
****@tudelft.nl
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Delft University of Technology
(tudelft.nl)
2021
–
Present
Intern
Booking
(booking.com)
2024
–
2024
Researcher
Harvard University
(harvard.edu)
2023
–
2024
MS student
Chalmers University
(chalmers.se)
2019
–
2021
Undergrad student
Chalmers University
(chalmers.se)
2016
–
2019
Advisors, Relations & Conflicts
Coauthor
Piersilvio De Bartolomeis
2024
–
Present
Coauthor
Issa Dahabreh
2023
–
Present
Coauthor
Guanbo Wang
2023
–
Present
Coauthor
Fredrik D. Johansson
2021
–
Present
Coauthor
David Sontag
2021
–
Present
Coauthor
Zeshan Hussain
2021
–
Present
PhD Advisor
Jesse Krijthe
2021
–
Present
Expertise
Causal inference
2021
–
Present
Machine learning
2021
–
Present
Publications
Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
Rickard K.A. Karlsson
,
Piersilvio De Bartolomeis
,
Issa Dahabreh
,
Jesse H. Krijthe
AISTATS 2026 Poster
Readers:
Everyone
Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
Rickard Karlsson
,
Piersilvio De Bartolomeis
,
Issa J. Dahabreh
,
Jesse H. Krijthe
CoRR 2025
Readers:
Everyone
Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
Rickard K.A. Karlsson
,
Piersilvio De Bartolomeis
,
Issa Dahabreh
,
Jesse H. Krijthe
ICML 2025 Workshop SIM Poster
Readers:
Everyone
Robust integration of external control data in randomized trials
Rickard K.A. Karlsson
,
Guanbo Wang
,
Piersilvio De Bartolomeis
,
Jesse H. Krijthe
,
Issa Dahabreh
OpenReview Archive Direct Upload
Readers:
Everyone
Qini curve estimation under clustered network interference
Rickard K.A. Karlsson
,
Bram van den Akker
,
Felipe Moraes
,
Hugo Manuel Proenca
,
Jesse H. Krijthe
OpenReview Archive Direct Upload
Readers:
Everyone
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms
Rickard K.A. Karlsson
,
Jesse H. Krijthe
ICML 2025
Readers:
Everyone
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms
Rickard Karlsson
,
JH Krijthe
ICML 2025 poster
Readers:
Everyone
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions
Laurens Bliek
,
Arthur Guijt
,
Rickard Karlsson
,
Sicco Verwer
,
Mathijs de Weerdt
Appl. Soft Comput. 2023
Readers:
Everyone
Putting Causal Identification to the Test: Falsification using Multi-Environment Data
Rickard Karlsson
,
Ștefan Creastă
,
JH Krijthe
CRL@NeurIPS 2023 Poster
Readers:
Everyone
Detecting hidden confounding in observational data using multiple environments
Rickard Karlsson
,
JH Krijthe
NeurIPS 2023 poster
Readers:
Everyone
View all 16 publications
Co-Authors
Arthur Guijt
Bram van den Akker
David A. Sontag
David Sontag
Felipe Moraes
Fredrik D. Johansson
Fredrik Daniel Johansson
Guanbo Wang
Hugo Manuel Proenca
Issa Dahabreh
Issa J. Dahabreh
JH Krijthe
Jesse H. Krijthe
Laurens Bliek
Martin Johan Willbo
Martin Willbo
Mathijs de Weerdt
Piersilvio De Bartolomeis
Rahul G Krishnan
Rahul G. Krishnan
Sicco Verwer
Zeshan Hussain
Zeshan M. Hussain
Ștefan Creastă