Gary Becigneul
9 papers · 2018–2021 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
π
Grand Slam
Conferences
ICML (3)
AISTATS (2)
ICLR (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
riemannian manifold
(2)
matrix factorization
(2)
hyperbolic geometry
(2)
convex optimization
(1)
graph representation
(1)
graph embedding
(1)
accelerated gradient
(1)
recurrent neural network
(1)
language model
(1)
node classification
(1)
hierarchical embedding
(1)
first-order method
(1)
directed acyclic graph
(1)
nesterov acceleration
(1)
hyperbolic embedding
(1)
cross entropy
(1)
hyperbolic space
(1)
sentence embedding
(1)
geodesic distance
(1)
monotonic function
(1)
Papers
Computationally Tractable Riemannian Manifolds for Graph Embeddings
AAAI 2021
Momentum Improves Optimization on Riemannian Manifolds
AISTATS 2021
Mixed-curvature Variational Autoencoders
ICLR 2020
A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization
AISTATS 2020
Constant Curvature Graph Convolutional Networks
ICML 2020
Riemannian Adaptive Optimization Methods
ICLR 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
ICML 2019
Hyperbolic Neural Networks
NIPS 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings
ICML 2018