Gary Bécigneul

26 papers A* 6A 2Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Explicit Word Density Estimation for Language Modelling. CoRR Jovan Andonov, Octavian Ganea, Paulina Grnarova, Gary Bécigneul, Thomas Hofmann
2021	A*	`conf`	Computationally Tractable Riemannian Manifolds for Graph Embeddings. AAAI Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea
2021	—	`conf`	Environment and Speaker Related Emotion Recognition in Conversations. CONF-CDS Zebin Zhong, Shiqi Yang, Gary Bécigneul
2021	A	`conf`	Momentum Improves Optimization on Riemannian Manifolds. AISTATS Foivos Alimisis, Antonio Orvieto, Gary Bécigneul, Aurélien Lucchi
2021	—	`—`	On the Geometry of Data Representations. Gary Bécigneul
2020	A	`conf`	A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization. AISTATS Foivos Alimisis, Antonio Orvieto, Gary Bécigneul, Aurélien Lucchi
2020	J	`jnl`	Bloom Origami Assays: Practical Group Testing. CoRR Louis Abraham, Gary Bécigneul, Benjamin Coleman, Bernhard Schölkopf, Anshumali Shrivastava, Alexander J. Smola
2020	J	`jnl`	Computationally Tractable Riemannian Manifolds for Graph Embeddings. CoRR Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea
2020	A*	`conf`	Constant Curvature Graph Convolutional Networks. ICML Gregor Bachmann, Gary Bécigneul, Octavian Ganea
2020	J	`jnl`	Crackovid: Optimizing Group Testing. CoRR Louis Abraham, Gary Bécigneul, Bernhard Schölkopf
2020	A*	`conf`	Mixed-curvature Variational Autoencoders. ICLR Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul
2020	J	`jnl`	Optimal Transport Graph Neural Networks. CoRR Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi S. Jaakkola
2019	A*	`conf`	Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. ICML Octavian Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn
2019	J	`jnl`	Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. CoRR Octavian-Eugen Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn
2019	J	`jnl`	Constant Curvature Graph Convolutional Networks. CoRR Gregor Bachmann, Gary Bécigneul, Octavian-Eugen Ganea
2019	J	`jnl`	Mixed-curvature Variational Autoencoders. CoRR Ondrej Skopek, Octavian-Eugen Ganea, Gary Bécigneul
2019	—	`conf`	Poincare Glove: Hyperbolic Word Embeddings. ICLR (Poster) Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
2019	—	`conf`	Riemannian Adaptive Optimization Methods. ICLR (Poster) Gary Bécigneul, Octavian-Eugen Ganea
2018	A*	`conf`	Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. ICML Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
2018	J	`jnl`	Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. CoRR Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
2018	A*	`conf`	Hyperbolic Neural Networks. NeurIPS Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
2018	J	`jnl`	Hyperbolic Neural Networks. CoRR Octavian-Eugen Ganea, Gary Bécigneul, Thomas Hofmann
2018	J	`jnl`	Poincaré GloVe: Hyperbolic Word Embeddings. CoRR Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
2018	J	`jnl`	Riemannian Adaptive Optimization Methods. CoRR Gary Bécigneul, Octavian-Eugen Ganea
2017	J	`jnl`	On the effect of pooling on the geometry of representations. CoRR Gary Bécigneul
2017	J	`jnl`	Parametrizing filters of a CNN with a GAN. CoRR Yannic Kilcher, Gary Bécigneul, Thomas Hofmann