Becigneul, Gary

10 publications

AISTATS 2021 Momentum Improves Optimization on Riemannian Manifolds Foivos Alimisis, Antonio Orvieto, Gary Becigneul, Aurelien Lucchi

AAAI 2021 Computationally Tractable Riemannian Manifolds for Graph Embeddings Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea

AISTATS 2020 A Continuous-Time Perspective for Modeling Acceleration in Riemannian Optimization Foivos Alimisis, Antonio Orvieto, Gary Becigneul, Aurelien Lucchi

ICML 2020 Constant Curvature Graph Convolutional Networks Gregor Bachmann, Gary Becigneul, Octavian Ganea

ICLR 2020 Mixed-Curvature Variational Autoencoders Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul

ICML 2019 Breaking the SoftMax Bottleneck via Learnable Monotonic Pointwise Non-Linearities Octavian Ganea, Sylvain Gelly, Gary Becigneul, Aliaksei Severyn

ICLR 2019 Poincare Glove: Hyperbolic Word Embeddings Alexandru Tifrea, Gary Becigneul, Octavian-Eugen Ganea

ICLR 2019 Riemannian Adaptive Optimization Methods Gary Becigneul, Octavian-Eugen Ganea

ICML 2018 Hyperbolic Entailment Cones for Learning Hierarchical Embeddings Octavian Ganea, Gary Becigneul, Thomas Hofmann

NeurIPS 2018 Hyperbolic Neural Networks Octavian Ganea, Gary Becigneul, Thomas Hofmann