Subsampling with k determinantal point processes for estimating statistics in large data sets

Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay. Subsampling with k determinantal point processes for estimating statistics in large data sets. IEEE workshop on Statistical Signal Processing, Jun 2018, Freiburg, Germany. 〈hal-01778956〉

Approximate fast graph Fourier transforms via multi-layer sparse approximations

Luc Le Magoarou, Rémi Gribonval, Nicolas Tremblay. Approximate fast graph Fourier transforms via multi-layer sparse approximations. IEEE transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (2), pp.407--420. 〈10.1109/TSIPN.2017.2710619〉. 〈hal-01416110v3〉

Determinantal Point Processes for Coresets

Nicolas Tremblay, Simon Barthelmé, Pierre-Olivier Amblard. Determinantal Point Processes for Coresets. 2018. 〈hal-01741533〉

Design of graph filters and filterbanks

Nicolas Tremblay, Paulo Gonçalves, Pierre Borgnat. Design of graph filters and filterbanks. Cooperative and Graph Signal Processing, In press. 〈hal-01675375〉

Analyzing the Approximation Error of the Fast Graph Fourier Transform

Luc Le Magoarou, Nicolas Tremblay, Rémi Gribonval. Analyzing the Approximation Error of the Fast Graph Fourier Transform. ASILOMAR conference on Signals, Systems, and Computers, Oct 2017, Monterey, California, United States. 〈hal-01627434〉

Échantillonnage de signaux sur graphes via des processus déterminantaux

Nicolas Tremblay, Simon Barthelme, Pierre-Olivier Amblard. Échantillonnage de signaux sur graphes via des processus déterminantaux. XXVIème colloque GRETSI (GRETSI 2017), Sep 2017, Juan-les-Pins, France. 〈hal-01503736v2〉

Graph sampling with determinantal processes

Nicolas Tremblay, Pierre-Olivier Amblard, Simon Barthelme. Graph sampling with determinantal processes. 2017. 〈hal-01483347〉

Compressive K-means

Nicolas Keriven, Nicolas Tremblay, Yann Traonmilin, Rémi Gribonval. Compressive K-means. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. Proceedings of the 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). 〈hal-01386077v4〉

Multi-scale structural community organisation of the human genome

Rasha E. Boulos, Nicolas Tremblay, Alain Arneodo, Pierre Borgnat, Benjamin Audit. Multi-scale structural community organisation of the human genome. BMC Bioinformatics, BioMed Central, 2017, 18 (1), pp.209. 〈10.1186/s12859-017-1616-x〉. 〈hal-01507455〉