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Tianyu Cui
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Year
Learning Global Pairwise Interactions with Bayesian Neural Networks
T Cui, P Marttinen, S Kaski
European Conference on Artificial Intelligence (Oral at ECAI 2020), 2020
40*2020
Using Images Rendered by PBRT to Train Faster R-CNN for UAV Detection
J Peng, C Zheng, P Lv, T Cui, Y Cheng, S Lingyu
International Conference on Computer Graphics, Visualization and Computer …, 2018
372018
Informative Bayesian Neural Network Priors for Weak Signals
T Cui, A Havulinna, P Marttinen, S Kaski
Bayesian Analysis (Oral at JSM 2022), 2021
19*2021
Deconfounded Representation Similarity for Comparison of Neural Networks
T Cui, Y Kumar, P Marttinen, S Kaski
Neural Information Processing Systems (Oral at NeurIPS 2022), 2022
152022
Gene-gene Interaction Detection with Deep Learning
T Cui, K El Mekkaoui, J Reinvall, AS Havulinna, P Marttinen, S Kaski
Communications Biology, 2022
142022
Correlations and Clustering in Wholesale Electricity Markets
T Cui, F Caravelli, C Ududec
Physica A: Statistical Mechanics and its Applications, 2018
142018
Improving neural networks for genotype-phenotype prediction using published summary statistics
T Cui, KE Mekkaoui, A Havulinna, P Marttinen, S Kaski
bioRxiv, 2021.11. 09.467937, 2021
22021
Digital remote monitoring for screening and early detection of urinary tract infections
A Capstick, F Palermo, K Zakka, N Fletcher-Lloyd, C Walsh, T Cui, ...
NPJ Digital Medicine 7 (1), 11, 2024
12024
Interaction Detection with Probabilistic Deep Learning for Genetics
T Cui
Aalto University, 2023
12023
The Simulation of Open One-side Uncertain Probability for Fusion Model of Data Uncertainty and Data Relation Uncertainty
R Ye, M Liao, T Cui, P Lv
International Conference on Big Data Analysis (ICBDA 2018), 2018
12018
Representation Learning of Daily Movement Data Using Text Encoders
A Capstick, T Cui, Y Chen, P Barnaghi
ICLR 2024 Workshop on Learning from Time Series for Health, 2024
2024
Incorporating Functional Summary Information in Bayesian Neural Networks Using a Dirichlet Process Likelihood Approach
V Raj, T Cui, M Heinonen, P Marttinen
Artificial Intelligence and Statistics Conference (AISTATS 2023), 2023
2023
Supplementary material of “Informative Bayesian Neural Network Priors for Weak Signals”
T Cui, A Havulinna, P Marttinen, S Kaski
https://doi.org/10.1214/21-BA1291SUPP, 2021
2021
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Articles 1–13