Tianyu Cui
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Forskningsgrupp
- Probabilistic Machine Learning, Doctoral Researcher
- Professorship Kaski Samuel, Doctoral Researcher
Publikationer
Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach
Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen
2023
Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023
Deconfounded Representation Similarity for Comparison of Neural Networks
Tianyu Cui, Yogesh Kumar, Pekka Marttinen, Samuel Kaski
2022
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Gene–gene interaction detection with deep learning
Tianyu Cui, Khaoula El Mekkaoui, Jaakko Reinvall, Aki S. Havulinna, Pekka Marttinen, Samuel Kaski
2022
Communications Biology
Informative Bayesian Neural Network Priors for Weak Signals
Tianyu Cui, Aki S. Havulinna, Pekka Marttinen, Samuel Kaski
2021
Bayesian Analysis
Learning Global Pairwise Interactions with Bayesian Neural Networks
Tianyu Cui, Pekka Marttinen, Samuel Kaski
2020
ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings