Brenden Lake

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	Alles	Sinds 2016
Citaties	4481	4321
h-index	16	14
i10-index	23	21

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Medeauteurs

Joshua B. TenenbaumMITGeverifieerd e-mailadres voor mit.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUGeverifieerd e-mailadres voor cs.cmu.edu
Marco BaroniICREA Professor (Barcelona) and FAIR Research Scientist (Paris)Geverifieerd e-mailadres voor fb.com
Tomer UllmanAssistant Professor, HarvardGeverifieerd e-mailadres voor fas.harvard.edu
Samuel GershmanAssociate Professor, Harvard UniversityGeverifieerd e-mailadres voor fas.harvard.edu
Todd GureckisProfessor of Psychology, New York UniversityGeverifieerd e-mailadres voor nyu.edu
Jason GrossGraduate, Massachusetts Institute of TechnologyGeverifieerd e-mailadres voor mit.edu
Anselm RotheNew York UniversityGeverifieerd e-mailadres voor nyu.edu
Reuben FeinmanNew York UniversityGeverifieerd e-mailadres voor nyu.edu
James L. McClellandStanford UniversityGeverifieerd e-mailadres voor stanford.edu
Wojciech ZarembaCo-Founder of OpenAIGeverifieerd e-mailadres voor openai.com
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityGeverifieerd e-mailadres voor cs.nyu.edu
Chia-ying (Jackie) LeeGraduate student of Computer Science, MITGeverifieerd e-mailadres voor csail.mit.edu
James GlassMIT Computer Science and Artificial Intelligence LaboratoryGeverifieerd e-mailadres voor mit.edu
Tal LinzenNew York UniversityGeverifieerd e-mailadres voor jhu.edu
Brian D ZiebartAssociate Professor of Computer Science, University of Illinois at ChicagoGeverifieerd e-mailadres voor uic.edu
Mathew MonfortMassachusetts Institute of Technology (MIT)Geverifieerd e-mailadres voor mit.edu
Gautam VallabhaTechnical Staff, Johns Hopkins University Applied Physics LaboratoryGeverifieerd e-mailadres voor jhuapl.edu
Kanishk GandhiNew York UniversityGeverifieerd e-mailadres voor nyu.edu
Laura RuisNew York UniversityGeverifieerd e-mailadres voor nyu.edu

Brenden Lake

Assistant Professor of Psychology and Data Science, New York University

Geverifieerd e-mailadres voor nyu.edu - Homepage

cognitive science data science artificial intelligence machine learning cognitive psychology


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Human-level concept learning through probabilistic program induction BM Lake, R Salakhutdinov, JB Tenenbaum Science 350 (6266), 1332-1338, 2015	1698	2015
Building machines that learn and think like people BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman Behavioral and Brain Sciences 40, 2017	1284	2017
One shot learning of simple visual concepts B Lake, R Salakhutdinov, J Gross, J Tenenbaum Proceedings of the annual meeting of the cognitive science society 33 (33), 2011	452	2011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks BM Lake, M Baroni International Conference on Machine Learning (ICML), 2018	222*	2018
One-shot learning by inverting a compositional causal process BM Lake, RR Salakhutdinov, J Tenenbaum Advances in neural information processing systems, 2526-2534, 2013	191	2013
Discovering structure by learning sparse graphs B Lake, J Tenenbaum Proceedings of the 33rd Annual Cognitive Science Conference, 2010	110	2010
Deep Neural Networks Predict Category Typicality Ratings for Images BM Lake, W Zaremba, R Fergus, TM Gureckis Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015	55	2015
Rearranging the familiar: Testing compositional generalization in recurrent networks J Loula, M Baroni, BM Lake arXiv preprint arXiv:1807.07545, 2018	52	2018
Compositional generalization through meta sequence-to-sequence learning BM Lake Advances in Neural Information Processing Systems 32, 2019	44	2019
One-shot learning of generative speech concepts BM Lake, C Lee, JR Glass, JB Tenenbaum Proceedings of the 36th Annual Meeting of the Cognitive Science Soceity, 803–808, 2014	43	2014
The Omniglot challenge: a 3-year progress report BM Lake, R Salakhutdinov, JB Tenenbaum Current Opinion in Behavioral Sciences 29, 97-104, 2019	40	2019
Human few-shot learning of compositional instructions BM Lake, T Linzen, M Baroni Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019	35	2019
Question asking as program generation A Rothe, BM Lake, T Gureckis Advances in neural information processing systems, 1046-1055, 2017	27	2017
Towards more human-like concept learning in machines: Compositionality, causality, and learning-to-learn B Lake Massachusetts Institute of Technology, 2014	25	2014
Concept learning as motor program induction: A large-scale empirical study B Lake, R Salakhutdinov, J Tenenbaum Proceedings of the Annual Meeting of the Cognitive Science Society 34 (34), 2012	22	2012
Modeling unsupervised perceptual category learning BM Lake, GK Vallabha, JL McClelland IEEE Transactions on Autonomous Mental Development 1 (1), 35-43, 2009	22	2009
Estimating the strength of unlabeled information during semi-supervised learning B Lake, J McClelland Proceedings of the Annual Meeting of the Cognitive Science Society 33 (33), 2011	15	2011
Asking and evaluating natural language questions A Rothe, BM Lake, TM Gureckis Proceedings of the 38th Annual Conference of the Cognitive Science Society, 2016	14	2016
A Benchmark for Systematic Generalization in Grounded Language Understanding L Ruis, J Andreas, M Baroni, D Bouchacourt, BM Lake Advances in Neural Information Processing Systems 33, 2020	13	2020
Do people ask good questions? A Rothe, BM Lake, TM Gureckis Computational Brain & Behavior 1 (1), 69-89, 2018	13	2018

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