Emmanouil Antonios Platanios

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Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Graham NeubigAssociate Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Barnabas PoczosAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Otilia StretcuPhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Mrinmaya SachanAssistant Professor, ETH ZurichVerified email at cs.cmu.edu
Sotirios ChatzisAssistant Professor @ Cyprus University of TechnologyVerified email at cut.ac.cy
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Kumar Avinava DubeyCarnegie Mellon UniversityVerified email at cs.cmu.edu
Derry WijayaBoston UniversityVerified email at bu.edu
Ndapa NakasholeAssistant Professor, University of California, San DiegoVerified email at eng.ucsd.edu
Shashank SrivastavaUNC Chapel Hill, CMU, Microsoft ResearchVerified email at cs.unc.edu
Abulhair SaparovPhD Candidate, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Sujith RaviDirector, AmazonVerified email at amazon.com
Andrew TomkinsGoogleVerified email at google.com
Dana Movshovitz-AttiasGoogle ResearchVerified email at google.com
Matt GardnerAllen Institute for Artificial IntelligenceVerified email at allenai.org
Bishan YangLAER AIVerified email at laer.ai
Ashish KapoorPartner Research Manager, Microsoft RedmondVerified email at microsoft.com
Alex SmolaAmazon Web ServicesVerified email at smola.org

Emmanouil Antonios Platanios

Senior Researcher, Microsoft Semantic Machines

Verified email at microsoft.com - Homepage

Machine Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Never-Ending Learning T Mitchell, W Cohen, E Hruschka, P Talukdar, J Betteridge, A Carlson, ... Association for the Advancement of Artificial Intelligence (AAAI), 2015	740	2015
Contextual parameter generation for universal neural machine translation EA Platanios, M Sachan, G Neubig, T Mitchell arXiv preprint arXiv:1808.08493, 2018	65	2018
Competence-based curriculum learning for neural machine translation EA Platanios, O Stretcu, G Neubig, B Poczos, TM Mitchell arXiv preprint arXiv:1903.09848, 2019	55	2019
Estimating Accuracy from Unlabeled Data EA Platanios, A Blum, T Mitchell Uncertainty in Artificial Intelligence, 2014	54	2014
Estimating accuracy from unlabeled data: A probabilistic logic approach EA Platanios, H Poon, TM Mitchell, E Horvitz arXiv preprint arXiv:1705.07086, 2017	28	2017
Estimating accuracy from unlabeled data: A bayesian approach EA Platanios, A Dubey, T Mitchell International Conference on Machine Learning, 1416-1425, 2016	22	2016
Graph agreement models for semi-supervised learning O Stretcu, K Viswanathan, D Movshovitz-Attias, A Platanios, S Ravi, ...	21	2019
Gaussian Process-Mixture Conditional Heteroscedasticity E Platanios, S Chatzis IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (5), 888-900, 2014	15	2014
CMUML System for KBP 2015 Cold Start Slot Filling. B Kisiel, B McDowell, M Gardner, N Nakashole, EA Platanios, A Saparov, ... TAC, 2015	7	2015
Contextual Parameter Generation for Knowledge Graph Link Prediction G Stoica, O Stretcu, EA Platanios, T Mitchell, B Póczos Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 3000-3008, 2020	6	2020
Jelly Bean World: A Testbed for Never-Ending Learning E Antonios Platanios, A Saparov, T Mitchell arXiv e-prints, arXiv: 2002.06306, 2020	5*	2020
CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking. B Yang, N Nakashole, B Kisiel, EA Platanios, A Saparov, S Srivastava, ... TAC, 2016	5	2016
Re-tacred: Addressing shortcomings of the tacred dataset G Stoica, EA Platanios, B Póczos Proceedings of the AAAI Conference on Artificial Intelligence, 2021	1	2021
Learning from Imperfect Annotations EA Platanios, M Al-Shedivat, E Xing, T Mitchell arXiv preprint arXiv:2004.03473, 2020	1	2020
Agreement-based learning EA Platanios arXiv preprint arXiv:1806.01258, 2018	1	2018
Constrained Language Models Yield Few-Shot Semantic Parsers R Shin, CH Lin, S Thomson, C Chen, S Roy, EA Platanios, A Pauls, ... arXiv preprint arXiv:2104.08768, 2021		2021
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Z Xian, S Lal, HY Tung, EA Platanios, K Fragkiadaki arXiv preprint arXiv:2103.09439, 2021		2021
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction G Stoica, EA Platanios, B Póczos arXiv preprint arXiv:2012.04812, 2020		2020
Learning Collections of Functions EA Platanios Carnegie Mellon University Pittsburgh, PA, 2020		2020
Learning from Imperfect Annotations E Antonios Platanios, M Al-Shedivat, E Xing, T Mitchell arXiv e-prints, arXiv: 2004.03473, 2020		2020

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