Ramsés J. Sánchez

27 papers A* 5B 4Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Foundation Inference Models for Ordinary Differential Equations. CoRR Maximilian Mauel, Johannes R. Hübers, David Berghaus, Patrick Seifner, Ramsés J. Sánchez
2025	J	`jnl`	Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation. CoRR Patrick Seifner, Kostadin Cvejoski, David Berghaus, César Ojeda, Ramsés J. Sánchez
2025	J	`jnl`	In-Context Learning of Temporal Point Processes with Foundation Inference Models. CoRR David Berghaus, Patrick Seifner, Kostadin Cvejoski, César Ojeda, Ramsés J. Sánchez
2025	J	`jnl`	On Foundation Models for Temporal Point Processes to Accelerate Scientific Discovery. CoRR David Berghaus, Patrick Seifner, Kostadin Cvejoski, Ramsés J. Sánchez
2025	J	`jnl`	Towards Fast Coarse-graining and Equation Discovery with Foundation Inference Models. CoRR Manuel Hinz, Maximilian Mauel, Patrick Seifner, David Berghaus, Kostadin Cvejoski, Ramsés J. Sánchez
2025	J	`jnl`	Towards Foundation Inference Models that Learn ODEs In-Context. CoRR Maximilian Mauel, Manuel Hinz, Patrick Seifner, David Berghaus, Ramsés J. Sánchez
2025	A*	`conf`	Zero-shot Imputation with Foundation Inference Models for Dynamical Systems. ICLR Patrick Seifner, Kostadin Cvejoski, Antonia Körner, Ramsés J. Sánchez
2024	A*	`conf`	Foundation Inference Models for Markov Jump Processes. NeurIPS David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ali Marin Ojeda, Ramsés J. Sánchez
2024	J	`jnl`	Foundation Inference Models for Markov Jump Processes. CoRR David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ojeda, Ramsés J. Sánchez
2024	J	`jnl`	Foundational Inference Models for Dynamical Systems. CoRR Patrick Seifner, Kostadin Cvejoski, Ramsés J. Sánchez
2024	—	`conf`	The Future is Different: Predicting Reddits Popularity with Variational Dynamic Language Models. ECML/PKDD (1) Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda
2023	—	`conf`	Hidden Schema Networks. ACL (1) Ramsés J. Sánchez, Lukas Conrads, Pascal Welke, Kostadin Cvejoski, César Ojeda Marin
2023	A*	`conf`	Neural Dynamic Focused Topic Model. AAAI Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda
2023	J	`jnl`	Neural Dynamic Focused Topic Model. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda
2023	A*	`conf`	Neural Markov Jump Processes. ICML Patrick Seifner, Ramsés J. Sánchez
2023	J	`jnl`	Neural Markov Jump Processes. CoRR Patrick Seifner, Ramsés J. Sánchez
2022	J	`jnl`	Hidden Schema Networks. CoRR Ramsés J. Sánchez, Lukas Conrads, Pascal Welke, Kostadin Cvejoski, César Ojeda
2022	J	`jnl`	The future is different: Large pre-trained language models fail in prediction tasks. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda
2021	J	`jnl`	Dynamic Review-based Recommenders. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Christian Bauckhage, César Ojeda
2021	A*	`conf`	Learning Deep Generative Models for Queuing Systems. AAAI César Ojeda, Kostadin Cvejoski, Bogdan Georgiev, Christian Bauckhage, Jannis Schuecker, Ramsés J. Sánchez
2020	B	`conf`	Auto Encoding Explanatory Examples with Stochastic Paths. ICPR César Ojeda, Ramsés J. Sánchez, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Bogdan Georgiev
2020	B	`conf`	Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. IJCNN Christian Bauckhage, Ramsés J. Sánchez, Rafet Sifa
2020	B	`conf`	Recurrent Point Review Models. IJCNN Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda
2020	J	`jnl`	Recurrent Point Review Models. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda
2020	B	`conf`	Switching Dynamical Systems with Deep Neural Networks. ICPR César Ojeda, Bogdan Georgiev, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Ramsés J. Sánchez
2019	J	`jnl`	Recurrent Adversarial Service Times. CoRR César Ojeda, Kostadin Cvejosky, Ramsés J. Sánchez, Jannis Schücker, Bogdan Georgiev, Christian Bauckhage
2019	J	`jnl`	Recurrent Point Processes for Dynamic Review Models. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Jannis Schuecker, Christian Bauckhage, César Ojeda