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ORCIDFelix L. Opolka
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2020 – today
- 2024
[i10]Richard Bergna, Sergio Calvo-Ordoñez, Felix L. Opolka, Pietro Liò, José Miguel Hernández-Lobato:
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations. CoRR abs/2408.16115 (2024)- 2023
- [c5]Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong:
Graph classification Gaussian processes via spectral features. UAI 2023: 1575-1585 - [i9]Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong:
Graph Classification Gaussian Processes via Spectral Features. CoRR abs/2306.03770 (2023) - [i8]Richard Bergna, Felix L. Opolka, Pietro Liò, José Miguel Hernández-Lobato:
Graph Neural Stochastic Differential Equations. CoRR abs/2308.12316 (2023) - 2022
- [c4]Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong:
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. AISTATS 2022: 4818-4834 - [c3]Felix L. Opolka, Pietro Liò:
Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes. AISTATS 2022: 4835-4852 - [c2]Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane:
Do We Need Anisotropic Graph Neural Networks? ICLR 2022 - [i7]Yin-Cong Zhi, Felix L. Opolka, Yin Cheng Ng, Pietro Liò, Xiaowen Dong:
Transductive Kernels for Gaussian Processes on Graphs. CoRR abs/2211.15322 (2022) - 2021
- [i6]Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas D. Lane:
Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions. CoRR abs/2104.01481 (2021) - [i5]Jacob Moss, Felix L. Opolka, Bianca Dumitrascu, Pietro Lió:
Approximate Latent Force Model Inference. CoRR abs/2109.11851 (2021) - [i4]Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong:
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. CoRR abs/2110.12752 (2021) - 2020
- [c1]Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Liò
:
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks**To appear in the Proceedings of 2020 IEEE International Conference on Smart Computing (SMARTCOMP 2020). SMARTCOMP 2020: 57-64 - [i3]Felix L. Opolka, Pietro Liò:
Graph Convolutional Gaussian Processes For Link Prediction. CoRR abs/2002.04337 (2020) - [i2]Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Lio':
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. CoRR abs/2004.11924 (2020)
2010 – 2019
- 2019
- [i1]Felix L. Opolka, Aaron Solomon, Catalina Cangea, Petar Velickovic, Pietro Liò, R. Devon Hjelm:
Spatio-Temporal Deep Graph Infomax. CoRR abs/1904.06316 (2019)
Coauthor Index
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