Guillaume Rabusseau
Université de Montréal
H-index: 13
North America-Canada
Top articles of Guillaume Rabusseau
Simulating weighted automata over sequences and trees with transformers
2024/4/18
Clara Lacroce
H-Index: 1
Guillaume Rabusseau
H-Index: 7
Length Independent PAC-Bayes Bounds for Simple RNNs
2024/4/18
Temporal graph benchmark for machine learning on temporal graphs
Advances in Neural Information Processing Systems
2024/2/13
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs
ACM Transactions on Knowledge Discovery from Data
2024/1/12
Shenyang Huang
H-Index: 2
Yasmeen Hitti
H-Index: 2
Reihaneh Rabbany
H-Index: 11
Guillaume Rabusseau
H-Index: 7
Generative Learning of Continuous Data by Tensor Networks
arXiv preprint arXiv:2310.20498
2023/10/31
ROSA: Random Orthogonal Subspace Adaptation
2023/10/13
Aristides Milios
H-Index: 1
Guillaume Rabusseau
H-Index: 7
Towards foundational models for molecular learning on large-scale multi-task datasets
arXiv preprint arXiv:2310.04292
2023/10/6
Shenyang Huang
H-Index: 2
Callum Mclean
H-Index: 2
Frederik Wenkel
H-Index: 1
Michael Craig
H-Index: 15
Michał Koziarski
H-Index: 9
Kerstin Klaser
H-Index: 6
Guillaume Rabusseau
H-Index: 7
Reihaneh Rabbany
H-Index: 11
Jian Tang
H-Index: 2
Christopher Morris
H-Index: 40
Ioannis Koutis
H-Index: 16
Guy Wolf
H-Index: 10
Prudencio Tossou
H-Index: 4
Hadrien Mary
H-Index: 3
Explaining Graph Neural Networks Using Interpretable Local Surrogates
2023/9/27
Farzaneh Heidari
H-Index: 2
Guillaume Rabusseau
H-Index: 7
Optimal Approximate Minimization of One-Letter Weighted Finite Automata
arXiv preprint arXiv:2306.00135
2023/5/31
Fast and attributed change detection on dynamic graphs with density of states
2023/5/25
Shenyang Huang
H-Index: 2
Jacob Danovitch
H-Index: 1
Guillaume Rabusseau
H-Index: 7
Reihaneh Rabbany
H-Index: 11
High-order pooling for graph neural networks with tensor decomposition
Advances in Neural Information Processing Systems
2022/12/6
Guillaume Rabusseau
H-Index: 7
Jian Tang
H-Index: 2
Spectral Regularization: an Inductive Bias for Sequence Modeling
LearnAut 2022
2022/11/4
Guillaume Rabusseau
H-Index: 7
Low-rank representation of reinforcement learning policies
Journal of Artificial Intelligence Research
2022/10/27
Towards an AAK theory approach to approximate minimization in the multi-letter case
arXiv preprint arXiv:2206.00172
2022/6/1
Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning
Machine Learning
2022/3/30
Approximate minimization of weighted tree automata
Information and Computation
2022/1/1
Guillaume Rabusseau
H-Index: 7
Few Shot Image Generation via Implicit Autoencoding of Support Sets
2021/9/30
Lower and upper bounds on the pseudo-dimension of tensor network models
Advances in Neural Information Processing Systems
2021/12/6
Guillaume Rabusseau
H-Index: 7
Horizontal gene transfer and recombination analysis of SARS-CoV-2 genes helps discover its close relatives and shed light on its origin
BMC Ecology and Evolution
2021/1/21
Vladimir Makarenkov
H-Index: 19
Bogdan Mazoure
H-Index: 6
Guillaume Rabusseau
H-Index: 7
Pierre Legendre
H-Index: 71
Rademacher random projections with tensor networks
arXiv preprint arXiv:2110.13970
2021/10/26
Guillaume Rabusseau
H-Index: 7
Co-Authors
