ML Anthology

Arvanitidis, Georgios

14 publications

NeurIPS 2025 Connecting Neural Models Latent Geometries with Relative Geodesic Representations Hanlin Yu, Berfin Inal, Georgios Arvanitidis, Søren Hauberg, Francesco Locatello, Marco Fumero
UAI 2025 Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami
NeurIPSW 2024 Counterfactual Explanations via Riemannian Latent Space Traversal Paraskevas Pegios, Aasa Feragen, Andreas Abildtrup Hansen, Georgios Arvanitidis
ICLR 2024 Neural Contractive Dynamical Systems Hadi Beik Mohammadi, Søren Hauberg, Georgios Arvanitidis, Nadia Figueroa, Gerhard Neumann, Leonel Rozo
ICML 2023 On Data Manifolds Entailed by Structural Causal Models Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Georgios Arvanitidis, Bernhard Schölkopf
NeurIPS 2023 Riemannian Laplace Approximations for Bayesian Neural Networks Federico Bergamin, Pablo Moreno-Muñoz, Søren Hauberg, Georgios Arvanitidis
AISTATS 2022 A Prior-Based Approximate Latent Riemannian Metric Georgios Arvanitidis, Bogdan M. Georgiev, Bernhard Schölkopf
AISTATS 2022 Pulling Back Information Geometry Georgios Arvanitidis, Miguel González-Duque, Alison Pouplin, Dimitrios Kalatzis, Soren Hauberg
AISTATS 2021 Geometrically Enriched Latent Spaces Georgios Arvanitidis, Soren Hauberg, Bernhard Schölkopf
ICML 2021 Bayesian Quadrature on Riemannian Data Manifolds Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis
ICML 2020 Variational Autoencoders with Riemannian Brownian Motion Priors Dimitrios Kalatzis, David Eklund, Georgios Arvanitidis, Soren Hauberg
AISTATS 2019 Fast and Robust Shortest Paths on Manifolds Learned from Data Georgios Arvanitidis, Soren Hauberg, Philipp Hennig, Michael Schober
ICLR 2018 Latent Space Oddity: On the Curvature of Deep Generative Models Georgios Arvanitidis, Lars Kai Hansen, Søren Hauberg
NeurIPS 2016 A Locally Adaptive Normal Distribution Georgios Arvanitidis, Lars K. Hansen, Søren Hauberg