Works by Bengio, Yoshua

Results: 56

Proactive Contact Tracing.

Published in:

PLoS Digital Health, 2023, v. 1, n. 3, p. 1, doi. 10.1371/journal.pdig.0000199

By:

Gupta, Prateek;
Maharaj, Tegan;
Weiss, Martin;
Rahaman, Nasim;
Alsdurf, Hannah;
Minoyan, Nanor;
Harnois-Leblanc, Soren;
Merckx, Joanna;
Williams, Andrew;
Schmidt, Victor;
St-Charles, Pierre-Luc;
Patel, Akshay;
Zhang, Yang;
Buckeridge, David L.;
Pal, Christopher;
Schölkopf, Bernhard;
Bengio, Yoshua

Publication type:

Article

BigBrain 3D atlas of cortical layers: Cortical and laminar thickness gradients diverge in sensory and motor cortices.

Published in:

PLoS Biology, 2020, v. 18, n. 4, p. 1, doi. 10.1371/journal.pbio.3000678

By:

Wagstyl, Konrad;
Larocque, Stéphanie;
Cucurull, Guillem;
Lepage, Claude;
Cohen, Joseph Paul;
Bludau, Sebastian;
Palomero-Gallagher, Nicola;
Lewis, Lindsay B.;
Funck, Thomas;
Spitzer, Hannah;
Dickscheid, Timo;
Fletcher, Paul C.;
Romero, Adriana;
Zilles, Karl;
Amunts, Katrin;
Bengio, Yoshua;
Evans, Alan C.

Publication type:

Article

A hybrid Pareto model for asymmetric fat-tailed data: the univariate case.

Published in:

Extremes, 2009, v. 12, n. 1, p. 53, doi. 10.1007/s10687-008-0068-0

By:

Carreau, Julie;
Bengio, Yoshua

Publication type:

Article

AI and Catastrophic Risk.

Published in:

Journal of Democracy, 2023, v. 34, n. 4, p. 111, doi. 10.1353/jod.2023.a907692

By:

Bengio, Yoshua

Publication type:

Article

DETONATION CLASSIFICATION FROM ACOUSTIC SIGNATURE WITH THE RESTRICTED BOLTZMANN MACHINE.

Published in:

Computational Intelligence, 2012, v. 28, n. 2, p. 261, doi. 10.1111/j.1467-8640.2012.00419.x

By:

Bengio, Yoshua;
Chapados, Nicolas;
Delalleau, Olivier;
Larochelle, Hugo;
Saint-Mleux, Xavier;
Hudon, Christian;
Louradour, Jérôme

Publication type:

Article

DECISION TREES DO NOT GENERALIZE TO NEW VARIATIONS.

Published in:

Computational Intelligence, 2010, v. 26, n. 4, p. 449, doi. 10.1111/j.1467-8640.2010.00366.x

By:

BENGIO, YOSHUA;
DELALLEAU, OLIVIER;
SIMARD, CLARENCE

Publication type:

Article

Correction: AI content detection in the emerging information ecosystem: new obligations for media and tech companies.

Published in:

2024

By:

Knott, Alistair;
Pedreschi, Dino;
Jitsuzumi, Toshiya;
Leavy, Susan;
Eyers, David;
Chakraborti, Tapabrata;
Trotman, Andrew;
Sundareswaran, Sundar;
Baeza-Yates, Ricardo;
Biecek, Przemyslaw;
Weller, Adrian;
Teal, Paul D.;
Basu, Subhadip;
Haklidir, Mehmet;
Morini, Virginia;
Russell, Stuart;
Bengio, Yoshua

Publication type:

Correction Notice

AI content detection in the emerging information ecosystem: new obligations for media and tech companies.

Published in:

Ethics & Information Technology, 2024, v. 26, n. 4, p. 1, doi. 10.1007/s10676-024-09795-1

By:

Knott, Alistair;
Pedreschi, Dino;
Jitsuzumi, Toshiya;
Leavy, Susan;
Eyers, David;
Chakraborti, Tapabrata;
Trotman, Andrew;
Sundareswaran, Sundar;
Baeza-Yates, Ricardo;
Biecek, Przemyslaw;
Weller, Adrian;
Teal, Paul D.;
Basu, Subhadip;
Haklidir, Mehmet;
Morini, Virginia;
Russell, Stuart;
Bengio, Yoshua

Publication type:

Article

Generative AI models should include detection mechanisms as a condition for public release.

Published in:

Ethics & Information Technology, 2023, v. 25, n. 4, p. 1, doi. 10.1007/s10676-023-09728-4

By:

Knott, Alistair;
Pedreschi, Dino;
Chatila, Raja;
Chakraborti, Tapabrata;
Leavy, Susan;
Baeza-Yates, Ricardo;
Eyers, David;
Trotman, Andrew;
Teal, Paul D.;
Biecek, Przemyslaw;
Russell, Stuart;
Bengio, Yoshua

Publication type:

Article

Automated Detection of Anatomical Landmarks During Colonoscopy Using a Deep Learning Model.

Published in:

Journal of the Canadian Association of Gastroenterology, 2023, v. 6, n. 4, p. 145, doi. 10.1093/jcag/gwad017

By:

Taghiakbari, Mahsa;
Ghalehjegh, Sina Hamidi;
Jehanno, Emmanuel;
Berthier, Tess;
Jorio, Lisa di;
Ghadakzadeh, Saber;
Barkun, Alan;
Takla, Mark;
Bouin, Mickael;
Deslandres, Eric;
Bouchard, Simon;
Sidani, Sacha;
Bengio, Yoshua;
Renteln, Daniel von

Publication type:

Article

PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Duval, Alexandre;
Schmidt, Victor;
Miret, Santiago;
Yoshua Bengio;
Hernández-García, Alex;
Rolnick, David

Publication type:

Article

Benchmarking Graph Neural Networks.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Dwivedi, Vijay Prakash;
Joshi, Chaitanya K.;
Anh Tuan Luu;
Laurent, Thomas;
Bengio, Yoshua;
Bresson, Xavier

Publication type:

Article

GFlowNet Foundations.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Bengio, Yoshua;
Lahlou, Salem;
Deleu, Tristan;
Hu, Edward J.;
Mo Tiwari;
Bengio, Emmanuel

Publication type:

Article

Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hubara, Itay;
Courbariaux, Matthieu;
Soudry, Daniel;
El-Yaniv, Ran;
Bengio, Yoshua

Publication type:

Article

Knowledge Matters: Importance of Prior Information for Optimization.

Published in:

Journal of Machine Learning Research, 2016, v. 17, p. 1

By:

GÜlϚehre, Ϛağlar;
Bengio, Yoshua

Publication type:

Article

What Regularized Auto-Encoders Learn from the Data-Generating Distribution.

Published in:

Journal of Machine Learning Research, 2014, v. 15, p. 3563

By:

Alain, Guillaume;
Bengio, Yoshua

Publication type:

Article

Learning Algorithms for the Classification Restricted Boltzmann Machine.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 643

By:

Larochelle, Hugo;
Mandel, Michael;
Pascanu, Razvan;
Bengio, Yoshua;
Lee, Daniel

Publication type:

Article

Random Search for Hyper-Parameter Optimization.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 2, p. 281

By:

Bergstra, James;
Bengio, Yoshua

Publication type:

Article

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion.

Published in:

Journal of Machine Learning Research, 2010, v. 11, n. 12, p. 3371

By:

Vincent, Pascal;
Larochelle, Hugo;
Lajoie, Isabelle;
Bengio, Yoshua;
Manzagol, Pierre-Antoine;
Bottou, Léon

Publication type:

Article

Why Does Unsupervised Pre-training Help Deep Learning?

Published in:

Journal of Machine Learning Research, 2010, v. 11, n. 2, p. 625

By:

Erhan, Dumitru;
Bengio, Yoshua;
Courville, Aaron;
Manzagol, Pierre-Antoine;
Vincent, Pascal;
Bengio, Samy

Publication type:

Article

Incorporating Functional Knowledge in Neural Networks.

Published in:

Journal of Machine Learning Research, 2009, v. 10, n. 6, p. 1239

By:

Dugas, Charles;
Bengio, Yoshua;
Bélisle, François;
Nadeau, Claude;
Garcia, René

Publication type:

Article

Exploring Strategies for Training Deep Neural Networks.

Published in:

Journal of Machine Learning Research, 2009, v. 10, n. 1, p. 1

By:

Larochelle, Hugo;
Bengio, Yoshua;
Louradour, Jérôme;
Lamblin, Pascal

Publication type:

Article

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 7, p. 1159

By:

Castillo, Enrique;
Guijarro-Berdiñas, Bertha;
Fontenla-Romero, Oscar;
Alonso-Betanzos, Amparo;
Bengio, Yoshua

Publication type:

Article

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis.

Published in:

Journal of Machine Learning Research, 2006, v. 7, n. 6, p. 1159

By:

Castillo, Enrique;
Guijarro-Berdiñas, Bertha;
Fontenla-Romero, Oscar;
Alonso-Betanzos, Amparo;
Bengio, Yoshua

Publication type:

Article

Managing Diversity in Regression Ensembles.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 9, p. 1621

By:

Brown, Gavin;
Wyatt, Jeremy L.;
Tiño, Peter;
Bengio, Yoshua

Publication type:

Article

Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial.

Published in:

Journal of Machine Learning Research, 2005, v. 6, n. 5, p. 743

By:

Fiori, Simone;
Bengio, Yoshua

Publication type:

Article

Extensions to Metric-Based Model Selection.

Published in:

Journal of Machine Learning Research, 2003, v. 3, n. 7/8, p. 1209

By:

Bengio, Yoshua;
Chapados, Nicolas

Publication type:

Article

A Neural Probabilistic Language Model.

Published in:

Journal of Machine Learning Research, 2003, v. 3, n. 6, p. 1137

By:

Bengio, Yoshua;
Ducharme, Réjean;
Vincent, Pascal;
Janvin, Christian

Publication type:

Article

Conditioning and time representation in long short-term memory networks.

Published in:

Biological Cybernetics, 2014, v. 108, n. 1, p. 23, doi. 10.1007/s00422-013-0575-1

By:

Rivest, Francois;
Kalaska, John;
Bengio, Yoshua

Publication type:

Article

Using a Financial Training Criterion Rather than a Prediction Criterion.

Published in:

International Journal of Neural Systems, 1997, v. 8, n. 4, p. 433, doi. 10.1142/S0129065797000422

By:

Bengio, Yoshua

Publication type:

Article

Problèmes associés au déploiement des modèles fondés sur l'apprentissage machine en santé.

Published in:

Canadian Medical Association Journal (CMAJ), 2021, v. 193, n. 44, p. E1716, doi. 10.1503/cmaj.202066-f

By:

Cohen, Joseph Paul;
Cao, Tianshi;
Viviano, Joseph D.;
Huang, Chin-Wei;
Fralick, Michael;
Ghassemi, Marzyeh;
Mamdani, Muhammad;
Greiner, Russell;
Bengio, Yoshua

Publication type:

Article

Problems in the deployment of machine-learned models in health care.

Published in:

2021

By:

Cohen, Joseph Paul;
Cao, Tianshi;
Viviano, Joseph D.;
Huang, Chin-Wei;
Fralick, Michael;
Ghassemi, Marzyeh;
Mamdani, Muhammad;
Greiner, Russell;
Bengio, Yoshua

Publication type:

journal article

Responses of pyramidal cell somata and apical dendrites in mouse visual cortex over multiple days.

Published in:

Scientific Data, 2023, v. 10, n. 1, p. 1, doi. 10.1038/s41597-023-02214-y

By:

Gillon, Colleen J.;
Lecoq, Jérôme A.;
Pina, Jason E.;
Ahmed, Ruweida;
Billeh, Yazan N.;
Caldejon, Shiella;
Groblewski, Peter;
Henley, Timothy M.;
Kato, India;
Lee, Eric;
Luviano, Jennifer;
Mace, Kyla;
Nayan, Chelsea;
Nguyen, Thuyanh V.;
North, Kat;
Perkins, Jed;
Seid, Sam;
Valley, Matthew T.;
Williford, Ali;
Bengio, Yoshua

Publication type:

Article

Deep learning.

Published in:

Nature, 2015, v. 521, n. 7553, p. 436, doi. 10.1038/nature14539

By:

LeCun, Yann;
Bengio, Yoshua;
Hinton, Geoffrey

Publication type:

Article

Deep learning.

Published in:

Nature, 2015, v. 521, n. 7553, p. 436, doi. 10.1038/nature14539

By:

LeCun, Yann;
Bengio, Yoshua;
Hinton, Geoffrey

Publication type:

Article

Responses to Pattern-Violating Visual Stimuli Evolve Differently Over Days in Somata and Distal Apical Dendrites.

Published in:

Journal of Neuroscience, 2024, v. 44, n. 5, p. 1, doi. 10.1523/JNEUROSCI.1009-23.2023

By:

Gillon, Colleen J.;
Pina, Jason E.;
Lecoq, Jérôme A.;
Ahmed, Ruweida;
Billeh, Yazan N.;
Caldejon, Shiella;
Groblewski, Peter;
Henley, Timothy M.;
Kato, India;
Lee, Eric;
Luviano, Jennifer;
Mace, Kyla;
Nayan, Chelsea;
Nguyen, Thuyanh V.;
North, Kat;
Perkins, Jed;
Seid, Sam;
Valley, Matthew T.;
Williford, Ali;
Bengio, Yoshua

Publication type:

Article

A semantic matching energy function for learning with multi-relational data.

Published in:

Machine Learning, 2014, v. 94, n. 2, p. 233, doi. 10.1007/s10994-013-5363-6

By:

Bordes, Antoine;
Glorot, Xavier;
Weston, Jason;
Bengio, Yoshua

Publication type:

Article

Learning semantic representations of objects and their parts.

Published in:

Machine Learning, 2014, v. 94, n. 2, p. 281, doi. 10.1007/s10994-013-5336-9

By:

Mesnil, Grégoire;
Bordes, Antoine;
Weston, Jason;
Chechik, Gal;
Bengio, Yoshua

Publication type:

Article

Inference for the Generalization Error.

Published in:

Machine Learning, 2003, v. 52, n. 3, p. 239, doi. 10.1023/A:1024068626366

By:

Claude Nadeau;
Yoshua Bengio

Publication type:

Article

Sources of richness and ineffability for phenomenally conscious states.

Published in:

Neuroscience of Consciousness, 2024, v. 2024, n. 1, p. 1, doi. 10.1093/nc/niae001

By:

Ji, Xu;
Elmoznino, Eric;
Deane, George;
Constant, Axel;
Dumas, Guillaume;
Lajoie, Guillaume;
Simon, Jonathan;
Bengio, Yoshua

Publication type:

Article

Use of multilayer networks for the recognition of phonetic features and phonemes.

Published in:

Computational Intelligence, 1989, v. 5, n. 2, p. 134, doi. 10.1111/j.1467-8640.1989.tb00323.x

By:

Bengio, Yoshua;
Mori, Renato

Publication type:

Article

Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition.

Published in:

Bioinformatics, 2020, v. 36, p. i417, doi. 10.1093/bioinformatics/btaa488

By:

Trofimov, Assya;
Cohen, Joseph Paul;
Bengio, Yoshua;
Perreault, Claude;
Lemieux, Sébastien

Publication type:

Article

Deep convolutional networks for quality assessment of protein folds.

Published in:

Bioinformatics, 2018, v. 34, n. 23, p. 4046, doi. 10.1093/bioinformatics/bty494

By:

Derevyanko, Georgy;
Grudinin, Sergei;
Bengio, Yoshua;
Lamoureux, Guillaume

Publication type:

Article

Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation.

Published in:

Frontiers in Computational Neuroscience, 2017, v. 11, p. 1, doi. 10.3389/fncom.2017.00024

By:

Scellier, Benjamin;
Bengio, Yoshua

Publication type:

Article

Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias.

Published in:

Frontiers in Neuroscience, 2021, v. 14, p. N.PAG, doi. 10.3389/fnins.2021.633674

By:

Laborieux, Axel;
Ernoult, Maxence;
Scellier, Benjamin;
Bengio, Yoshua;
Grollier, Julie;
Querlioz, Damien

Publication type:

Article

CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 10, p. 1, doi. 10.1371/journal.pcbi.1009482

By:

Daouda, Tariq;
Dumont-Lagacé, Maude;
Feghaly, Albert;
Benslimane, Yahya;
Panes, Rébecca;
Courcelles, Mathieu;
Benhammadi, Mohamed;
Harrington, Lea;
Thibault, Pierre;
Major, François;
Bengio, Yoshua;
Gagnon, Étienne;
Lemieux, Sébastien;
Perreault, Claude

Publication type:

Article

Alternative time representation in dopamine models.

Published in:

Journal of Computational Neuroscience, 2010, v. 28, n. 1, p. 107, doi. 10.1007/s10827-009-0191-1

By:

Rivest, François;
Kalaska, John F.;
Bengio, Yoshua

Publication type:

Article

High quality document image compression with “DjVu舡.

Published in:

Journal of Electronic Imaging, 1998, v. 7, n. 3, p. 410, doi. 10.1117/1.482609

By:

Bottou, Le´on;
Haffner, Patrick;
Howard, Paul G.;
Simard, Patrice;
Bengio, Yoshua;
LeCun, Yann

Publication type:

Article

A neuronal least-action principle for real-time learning in cortical circuits.

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.89674.org/10.7554/eLife.89674

By:

Senn, Walter;
Dold, Dominik;
Kungl, Akos F.;
Ellenberger, Benjamin;
Jordan, Jakob;
Bengio, Yoshua;
Sacramento, João;
Petrovici, Mihai A.

Publication type:

Article

Inherent privacy limitations of decentralized contact tracing apps.

Published in:

Journal of the American Medical Informatics Association, 2021, v. 28, n. 1, p. 193, doi. 10.1093/jamia/ocaa153

By:

Bengio, Yoshua;
Ippolito, Daphne;
Janda, Richard;
Jarvie, Max;
Prud'homme, Benjamin;
Rousseau, Jean-François;
Sharma, Abhinav;
Yu, Yun William

Publication type:

Article