default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDPierre-Alexandre Mattei
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
[j4]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. Stat. Comput. 34(5): 155 (2024)- 2022
- [j3]Michael Fop
, Pierre-Alexandre Mattei, Charles Bouveyron, Thomas Brendan Murphy:
Unobserved classes and extra variables in high-dimensional discriminant analysis. Adv. Data Anal. Classif. 16(1): 55-92 (2022) - [j2]Rima Khouja, Pierre-Alexandre Mattei, Bernard Mourrain:
Tensor decomposition for learning Gaussian mixtures from moments. J. Symb. Comput. 113: 193-210 (2022) - 2016
- [j1]Pierre Latouche, Pierre-Alexandre Mattei, Charles Bouveyron, Julien Chiquet:
Combining a relaxed EM algorithm with Occam's razor for Bayesian variable selection in high-dimensional regression. J. Multivar. Anal. 146: 177-190 (2016)
Conference and Workshop Papers
- 2023
- [c11]Hugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei:
Don't fear the unlabelled: safe semi-supervised learning via debiasing. ICLR 2023 - [c10]Hugo Henri Joseph Sénétaire, Damien Garreau, Jes Frellsen, Pierre-Alexandre Mattei:
Explainability as statistical inference. ICML 2023: 30584-30612 - [c9]Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei:
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. ICML 2023: 32521-32539 - 2022
- [c8]Federico Bergamin, Pierre-Alexandre Mattei, Jakob Drachmann Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen:
Model-agnostic out-of-distribution detection using combined statistical tests. AISTATS 2022: 10753-10776 - [c7]Niels Bruun Ipsen, Pierre-Alexandre Mattei, Jes Frellsen:
How to deal with missing data in supervised deep learning? ICLR 2022 - [c6]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information for Discriminative Clustering. NeurIPS 2022 - 2021
- [c5]Niels Bruun Ipsen, Pierre-Alexandre Mattei, Jes Frellsen:
not-MIWAE: Deep Generative Modelling with Missing not at Random Data. ICLR 2021 - 2019
- [c4]Pierre-Alexandre Mattei, Jes Frellsen:
MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets. ICML 2019: 4413-4423 - [c3]Samuel Wiqvist, Pierre-Alexandre Mattei, Umberto Picchini, Jes Frellsen:
Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation. ICML 2019: 6798-6807 - 2018
- [c2]Pierre-Alexandre Mattei, Jes Frellsen:
Leveraging the Exact Likelihood of Deep Latent Variable Models. NeurIPS 2018: 3859-3870 - 2016
- [c1]Pierre-Alexandre Mattei, Charles Bouveyron, Pierre Latouche:
Globally Sparse Probabilistic PCA. AISTATS 2016: 976-984
Informal and Other Publications
- 2024
- [i15]Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Kernel KMeans clustering splits for end-to-end unsupervised decision trees. CoRR abs/2402.12232 (2024) - 2023
- [i14]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. CoRR abs/2302.03391 (2023) - [i13]Irene Balelli, Aude Sportisse, Francesco Cremonesi, Pierre-Alexandre Mattei, Marco Lorenzi:
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models. CoRR abs/2304.08054 (2023) - [i12]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information: a Framework for Discriminative Clustering. CoRR abs/2309.02858 (2023) - [i11]Pierre-Alexandre Mattei, Damien Garreau:
Are ensembles getting better all the time? CoRR abs/2311.17885 (2023) - 2022
- [i10]Pierre-Alexandre Mattei, Jes Frellsen:
Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives. CoRR abs/2201.10989 (2022) - [i9]Federico Bergamin, Pierre-Alexandre Mattei, Jakob D. Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen:
Model-agnostic out-of-distribution detection using combined statistical tests. CoRR abs/2203.01097 (2022) - [i8]Hugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei:
Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing. CoRR abs/2203.07512 (2022) - [i7]Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy:
A Multi-stage deep architecture for summary generation of soccer videos. CoRR abs/2205.00694 (2022) - [i6]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information for Discriminative Clustering. CoRR abs/2210.06300 (2022) - [i5]Hugo Henri Joseph Sénétaire, Damien Garreau, Jes Frellsen, Pierre-Alexandre Mattei:
Explainability as statistical inference. CoRR abs/2212.03131 (2022) - 2020
- [i4]Niels Bruun Ipsen, Pierre-Alexandre Mattei, Jes Frellsen:
not-MIWAE: Deep Generative Modelling with Missing not at Random Data. CoRR abs/2006.12871 (2020) - 2019
- [i3]Samuel Wiqvist, Pierre-Alexandre Mattei, Umberto Picchini, Jes Frellsen:
Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation. CoRR abs/1901.10230 (2019) - 2018
- [i2]Pierre-Alexandre Mattei, Jes Frellsen:
Leveraging the Exact Likelihood of Deep Latent Variable Models. CoRR abs/1802.04826 (2018) - [i1]Pierre-Alexandre Mattei, Jes Frellsen:
missIWAE: Deep Generative Modelling and Imputation of Incomplete Data. CoRR abs/1812.02633 (2018)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:20 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
