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Cristiana Diaconu
PhD student, Department of Engineering, University of Cambridge
Joined
January 2024
Names
Cristiana Diaconu
(Preferred)
,
Cristiana-Diana Diaconu
Emails
****@cam.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Department of Engineering,
University of Cambridge
(cam.ac.uk)
2023
–
2027
MS student
Department of Engineering,
University of Cambridge
(cam.ac.uk)
2020
–
2021
Undergrad student
Department of Engineering,
University of Cambridge
(cam.ac.uk)
2017
–
2020
Advisors, Relations & Conflicts
Coauthor
Eric Langezaal
2024
–
Present
PhD Advisor
Richard E. Turner
2023
–
Present
Coauthor
Emile Mathieu
2023
–
Present
Coauthor
Aliaksandra Shysheya
2023
–
Present
Coauthor
Matthew Ashman
2023
–
Present
Coauthor
Federico Bergamin
2023
–
Present
Coauthor
Stratis Markou
2023
–
Present
PhD Advisor
José Miguel Hernández-Lobato
2023
–
Present
Coauthor
Paris Perdikaris
2023
–
Present
Coauthor
Adrian Weller
2023
–
Present
Coauthor
Wessel P Bruinsma
2023
–
Present
Coauthor
James Requeima
2023
–
Present
Coauthor
Junhyuck Kim
2023
–
Present
Coauthor
Lakee Sivaraya
2023
–
Present
Coauthor
Andrew Y. K. Foong
2023
–
Present
Coauthor
Bruno Kacper Mlodozeniec
2023
–
Present
Expertise
diffusion models
2023
–
Present
neural processes
2023
–
Present
Publications
OtterWeather: Highly Skillful Medium-Range Weather Forecasting on a Single GPU
Jonas Scholz
,
Cristiana Diaconu
,
Aliaksandra Shysheya
,
Stratis Markou
,
Richard E. Turner
AI&PDE Poster
Readers:
Everyone
Probabilistic Retrofitting of Learned Simulators
Cristiana Diaconu
,
Miles Cranmer
,
Richard E. Turner
,
Tanya Marwah
,
Payel Mukhopadhyay
AI&PDE Poster
Readers:
Everyone
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
Anish Dhir
,
Cristiana Diaconu
,
Valentinian Mihai Lungu
,
James Requeima
,
Richard E. Turner
,
Mark van der Wilk
ICML 2025 Workshop SIM Poster
Readers:
Everyone
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
Anish Dhir
,
Cristiana Diaconu
,
Valentinian Mihai Lungu
,
James Requeima
,
Richard E. Turner
,
Mark van der Wilk
NeurIPS 2025 poster
Readers:
Everyone
Gridded Transformer Neural Processes for Spatio-Temporal Data
Matthew Ashman
,
Cristiana Diaconu
,
Eric Langezaal
,
Adrian Weller
,
Richard E. Turner
ICML 2025 spotlightposter
Readers:
Everyone
Approximately Equivariant Neural Processes
Cristiana Diaconu
,
Matthew Ashman
,
Wessel P Bruinsma
,
Adrian Weller
,
Richard E. Turner
arXiv
Readers:
Everyone
Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data
Matthew Ashman
,
Cristiana Diaconu
,
Eric Langezaal
,
Adrian Weller
,
Richard E. Turner
Submitted to ICLR 2025
Readers:
Everyone
On conditional diffusion models for PDE simulations
Aliaksandra Shysheya
,
Cristiana Diaconu
,
Federico Bergamin
,
Paris Perdikaris
,
José Miguel Hernández-Lobato
,
Richard E. Turner
,
Emile Mathieu
NeurIPS 2024 poster
Readers:
Everyone
Approximately Equivariant Neural Processes
Matthew Ashman
,
Cristiana Diaconu
,
Adrian Weller
,
Wessel P Bruinsma
,
Richard E. Turner
NeurIPS 2024 poster
Readers:
Everyone
In-Context In-Context Learning with Transformer Neural Processes
Matthew Ashman
,
Cristiana Diaconu
,
Adrian Weller
,
Richard E. Turner
AABI 2024 - Archival Track
Readers:
Everyone
View all 19 publications
Co-Authors
Adrian Weller
Aliaksandra Shysheya
Andrew Y. K. Foong
Anish Dhir
Bruno Mlodozeniec
Emile Mathieu
Eric Langezaal
Federico Bergamin
James Requeima
Jonas Scholz
José Miguel Hernández-Lobato
Junhyuck Kim
Lakee Sivaraya
Mark van der Wilk
Matthew Ashman
Miles Cranmer
Paris Perdikaris
Payel Mukhopadhyay
Richard E. Turner
Stratis Markou
Tanya Marwah
Valentinian Mihai Lungu
Wessel P Bruinsma
Wessel P. Bruinsma