Tianyu Cui

Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Telefonnummer
+358504792858

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