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Ramses J Sanchez
Postdoc, Rheinische Friedrich-Wilhelms Universität Bonn
Joined
November 2021
Names
Ramses J Sanchez
(Preferred)
,
Ramsés J. Sánchez
Emails
****@bit.uni-bonn.de
(Confirmed)
,
****@cs.uni-bonn.de
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Postdoc
Rheinische Friedrich-Wilhelms Universität Bonn
(bit.uni-bonn.de)
2017
–
Present
PhD student
Rheinische Friedrich-Wilhelms Universität Bonn
(uni-bonn.de)
2014
–
2017
MS student
Rheinische Friedrich-Wilhelms Universität Bonn
(uni-bonn.de)
2011
–
2013
Advisors, Relations & Conflicts
Postdoc Advisor
Christian Bauckhage
2017
–
Present
Coauthor
Cesar Ojeda
2017
–
Present
Coauthor
Kostadin Cvejoski
2017
–
Present
Coauthor
Pascal Welke
2017
–
Present
PhD Advisor
Hartmut Monien
2014
–
2017
Expertise
Amortized in-context inference
,
Simulation-based inference
,
Neural Processes
,
Prior-fitted networks
,
Foundation inference models
,
In-context learning
2023
–
Present
reasoning
,
representation learning
,
stochastic processes
,
generative modelling
,
variational inference
,
stochastic thermodynamics
,
computational linguistics
,
foundation models
,
inverse problems
2017
–
Present
theoretical physics
,
condensed matter physics
,
quantum statistichal mechanics
,
magnetism
2014
–
2017
Publications
Amortized In-Context Mixed Effect Transformer Models: A Zero-Shot Approach for Pharmacokinetics
Cesar Ojeda
,
Ramses J Sanchez
,
Wilhelm Huisinga
,
Niklas Hartung
AISTATS 2026 Poster
Readers:
Everyone
In-Context Learning of Temporal Point Processes with Foundation Inference Models
David Berghaus
,
Patrick Seifner
,
Kostadin Cvejoski
,
Cesar Ojeda
,
Ramses J Sanchez
ICLR 2026 Poster
Readers:
Everyone
In-Context Learning of Stochastic Differential Equations with Foundation Inference Models
Patrick Seifner
,
Kostadin Cvejoski
,
David Berghaus
,
Cesar Ojeda
,
Ramses J Sanchez
NeurIPS 2025 poster
Readers:
Everyone
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems
Patrick Seifner
,
Kostadin Cvejoski
,
Antonia Körner
,
Ramses J Sanchez
ICLR 2025 Poster
Readers:
Everyone
Foundation Inference Models for Markov Jump Processes
David Berghaus
,
Kostadin Cvejoski
,
Patrick Seifner
,
Cesar Ojeda
,
Ramses J Sanchez
NeurIPS 2024 poster
Readers:
Everyone
The Future is Different: Predicting Reddits Popularity with Variational Dynamic Language Models
Kostadin Cvejoski
,
Ramsés J. Sánchez
,
César Ojeda
ECML/PKDD (1) 2024
Readers:
Everyone
Foundational Inference Models for Dynamical Systems
Patrick Seifner
,
Kostadin Cvejoski
,
Ramsés J. Sánchez
CoRR 2024
Readers:
Everyone
Foundation Inference Models for Markov Jump Processes
David Berghaus
,
Kostadin Cvejoski
,
Patrick Seifner
,
César Ojeda
,
Ramsés J. Sánchez
CoRR 2024
Readers:
Everyone
Neural Markov Jump Processes
Patrick Seifner
,
Ramses J Sanchez
ICML 2023 Poster
Readers:
Everyone
Neural Markov Jump Processes
Patrick Seifner
,
Ramsés J. Sánchez
ICML 2023
Readers:
Everyone
View all 22 publications
Co-Authors
Antonia Körner
Bogdan Georgiev
Cesar Ojeda
Christian Bauckhage
César Ojeda
César Ojeda Marin
David Berghaus
Jannis Schuecker
Jannis Schücker
Kostadin Cvejoski
Lukas Alexander Conrads
Lukas Conrads
Niklas Hartung
Pascal Welke
Patrick Seifner
Rafet Sifa
Wilhelm Huisinga