Recurrent Adversarial Service Times. - César Ojeda; Kostadin Cvejosky; Ramsés J. Sánchez; Jannis Schücker; Bogdan Georgiev; Christian Bauckhage (CoRR, 2019)

Recurrent Point Processes for Dynamic Review Models. - Kostadin Cvejoski; Ramsés J. Sánchez; Bogdan Georgiev; Jannis Schuecker; Christian Bauckhage; César Ojeda (CoRR, 2019)

Switching Dynamical Systems with Deep Neural Networks. - César Ojeda; Bogdan Georgiev; Kostadin Cvejoski; Jannis Schücker; Christian Bauckhage; Ramsés J. Sánchez (ICPR, 2020)

Auto Encoding Explanatory Examples with Stochastic Paths. - César Ojeda; Ramsés J. Sánchez; Kostadin Cvejoski; Jannis Schücker; Christian Bauckhage; Bogdan Georgiev (ICPR, 2020)

Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. - Christian Bauckhage; Ramsés J. Sánchez; Rafet Sifa (IJCNN, 2020)

Recurrent Point Review Models. - Kostadin Cvejoski; Ramsés J. Sánchez; Bogdan Georgiev; Christian Bauckhage; César Ojeda (IJCNN, 2020)

Learning Deep Generative Models for Queuing Systems. - César Ojeda; Kostadin Cvejoski; Bogdan Georgiev; Christian Bauckhage; Jannis Schuecker; Ramsés J. Sánchez (AAAI, 2021)

Dynamic Review-based Recommenders. - Kostadin Cvejoski; Ramsés J. Sánchez; Christian Bauckhage; César Ojeda (CoRR, 2021)

Hidden Schema Networks. - Ramsés J. Sánchez; Lukas Conrads; Pascal Welke; Kostadin Cvejoski; César Ojeda (CoRR, 2022)

The future is different: Large pre-trained language models fail in prediction tasks. - Kostadin Cvejoski; Ramsés J. Sánchez; César Ojeda (CoRR, 2022)

Neural Dynamic Focused Topic Model. - Kostadin Cvejoski; Ramsés J. Sánchez; César Ojeda (AAAI, 2023)

Hidden Schema Networks. - Ramsés J. Sánchez; Lukas Conrads; Pascal Welke; Kostadin Cvejoski; César Ojeda Marin (ACL (1), 2023)

Neural Markov Jump Processes. - Patrick Seifner; Ramsés J. Sánchez (ICML, 2023)

Foundation Inference Models for Markov Jump Processes. - David Berghaus; Kostadin Cvejoski; Patrick Seifner; César Ali Marin Ojeda; Ramsés J. Sánchez (NeurIPS, 2024)

The Future is Different: Predicting Reddits Popularity with Variational Dynamic Language Models. - Kostadin Cvejoski; Ramsés J. Sánchez; César Ojeda (ECML/PKDD (1), 2024)

Foundational Inference Models for Dynamical Systems. - Patrick Seifner; Kostadin Cvejoski; Ramsés J. Sánchez (CoRR, 2024)

Zero-shot Imputation with Foundation Inference Models for Dynamical Systems. - Patrick Seifner; Kostadin Cvejoski; Antonia Körner; Ramsés J. Sánchez (ICLR, 2025)

Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation. - Patrick Seifner; Kostadin Cvejoski; David Berghaus; César Ojeda; Ramsés J. Sánchez (CoRR, 2025)