Felix Opolka

4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🏆 Keyword Champion ❓ The Questioner

Conferences

AISTATS (2) ICLR (2)

Top co-authors

Pietro Lió (4) José Miguel Hernández-Lobato (1) Shyam A. Tailor (1) Richard Bergna (1) Nicholas Donald Lane (1) Xiaowen Dong (1) Sergio Calvo Ordoñez (1) Yin-Cong Zhi (1)

Keywords

gaussian process (2) variational inference (1) hyperparameter optimization (1) graph learning (1) adaptive filtering (1) graph signal processing (1) graph convolution (1) spectral graph wavelet (1) link prediction (1) multi-scale approach (1)

Papers

Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations ICLR 2025

Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022

Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes AISTATS 2022

Do We Need Anisotropic Graph Neural Networks? ICLR 2022