Seminars and Invited Talks


Connections between Weighted Automata, Spectral Learning and Tensor Networks   [slides][video]

August 2021 - Invited Talk at the 15th International Conference on Grammatical Inference (ICGI 2021)


Tensorized Random Projections   [slides]

May 2021 - Invited Talk at the SIAM conference on applied Linear algebra (LA21), mini-symposium on Tensor Methods: Theory and Applications


Learning and Planning in POMDP with Weighted Automata   [slides]

May 2021 - Invited Talk at the Theoreticallay inclined Machine Learning seminar


Tensor Network Models for Structured Data   [slides]

December 2020 - Invited Talk at the NeurIPS 2020 Workshop on Quantum Tensor Networks in Machine Learning


Adpative Tensor Learning with Tensor Networks   [slides]

November 2020 - Talk at the Huawei Montreal Research Centre, Montreal


Tensor Networks for Machine Learning   [slides][video]

November 2020 - Mila Tea Talk, Montreal
Januaray 2021 - Talk at the Séminaire Signal et Apprentissage, Groupe ALEA , Marseille


Tensorized Random Projections & Adaptive Tensor Learning   [slides]

October 2020 - RIKEN / AIP


Spectral Learning of Weighted Automata and Connections with RNNs and Tensor Neworks  [slides]

March 2020 - Montreal Computational and Qualitative Linguistics Lab Meeting - McGill University


Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning  [slides]

May 2019 - IACS Seminar - Stony Brook University


Multitask Spectral Learning of Weighted Automata  [slides]

July 2018 - Seminar of the MAGNET team - INRIA Lille


Machine Learning with Tensors for Structured Data   [slides]

Jun. 2018 - RIKEN Center for Advanced Intelligence Project (AIP)
Mar. 2018 - Séminaire de doctorat en infomatique cognitive, Université du Québec à Montréal
Feb. 2018 - Colloque du DIRO, Université de Montréal


Higher-order Low-rank Regression

May 2016 - Mathematics and Statistics Seminar, Lancaster University
Nov. 2015 - Workshop on Tensor Decomposition and Covariance Matrix Estimation, Aix-Marseille University