Martin Magris

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Bayesian Learning

Top Venues

Artif. Intell. Rev.

Neural Comput. Appl.

Publications

Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen
Probabilistic Survival Analysis by Approximate Bayesian Inference of Neural Networks. CoRR (2024)
Martin Magris, Alexandros Iosifidis
Bayesian learning for neural networks: an algorithmic survey. Artif. Intell. Rev. 56 (10) (2023)
Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen
Uncertainty Estimation in Deep Bayesian Survival Models. BHI (2023)
Mostafa Shabani, Martin Magris, George Tzagkarakis, Juho Kanniainen, Alexandros Iosifidis
Predicting the state of synchronization of financial time series using cross recurrence plots. Neural Comput. Appl. 35 (25) (2023)
Martin Magris, Alexandros Iosifidis
Variational Inference for GARCH-family Models. CoRR (2023)
Martin Magris, Alexandros Iosifidis
Variational Inference for GARCH-family Models. ICAIF (2023)
Martin Magris, Alexandros Iosifidis
Bayesian Learning for Neural Networks: an algorithmic survey. CoRR (2022)
Mostafa Shabani, Dat Thanh Tran, Martin Magris, Juho Kanniainen, Alexandros Iosifidis
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction. EUSIPCO (2022)
Martin Magris, Mostafa Shabani, Alexandros Iosifidis
Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning. CoRR (2022)
Martin Magris, Mostafa Shabani, Alexandros Iosifidis
Exact Manifold Gaussian Variational Bayes. CoRR (2022)
Mostafa Shabani, Dat Thanh Tran, Martin Magris, Juho Kanniainen, Alexandros Iosifidis
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction. CoRR (2022)
Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
Tensor Representation in High-Frequency Financial Data for Price Change Prediction. CoRR (2017)
Martin Magris, Jiyeong Kim, Esa Räsänen, Juho Kanniainen
Long-range auto-correlations in limit order book markets: Inter-and cross-event analysis. SSCI (2017)
Adamantios Ntakaris, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
Benchmark Dataset for Mid-Price Prediction of Limit Order Book data. CoRR (2017)
Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
Tensor representation in high-frequency financial data for price change prediction. SSCI (2017)