Felix L. Opolka

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Top Venues

Publications

Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
Graph Classification Gaussian Processes via Spectral Features. CoRR (2023)
Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
Graph classification Gaussian processes via spectral features. UAI (2023)
Richard Bergna, Felix L. Opolka, Pietro Liò, José Miguel Hernández-Lobato
Graph Neural Stochastic Differential Equations. CoRR (2023)
Yin-Cong Zhi, Felix L. Opolka, Yin Cheng Ng, Pietro Liò, Xiaowen Dong
Transductive Kernels for Gaussian Processes on Graphs. CoRR (2022)
Felix L. Opolka, Pietro Liò
Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes. AISTATS (2022)
Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. AISTATS (2022)
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane
Do We Need Anisotropic Graph Neural Networks? ICLR (2022)
Jacob Moss, Felix L. Opolka, Bianca Dumitrascu, Pietro Lió
Approximate Latent Force Model Inference. CoRR (2021)
Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. CoRR (2021)
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas D. Lane
Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions. CoRR (2021)
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 (2020)
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)
Felix L. Opolka, Pietro Liò
Graph Convolutional Gaussian Processes For Link Prediction. CoRR (2020)
Felix L. Opolka, Aaron Solomon, Catalina Cangea, Petar Velickovic, Pietro Liò, R. Devon Hjelm
Spatio-Temporal Deep Graph Infomax. CoRR (2019)