Tommi Jaakkola

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2019
Позовавания	57969	30283
h-индекс	109	76
i10-индекс	250	205

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Публичен достъп

Преглед на всички

52 статии

1 статия

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Regina BarzilayProfessor of EECS, MITПотвърден имейл адрес: csail.mit.edu
Wengong JinBroad Institute of MIT and HarvardПотвърден имейл адрес: csail.mit.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyПотвърден имейл адрес: cs.berkeley.edu
Klavs F.JensenChemical Engineering, MITПотвърден имейл адрес: mit.edu
Nathan SrebroProfessor, TTIC and University of ChicagoПотвърден имейл адрес: ttic.edu
David Alvarez-MelisHarvard University & Microsoft ResearchПотвърден имейл адрес: seas.harvard.edu
Lawrence K. SaulSenior Research Scientist, Flatiron InstituteПотвърден имейл адрес: flatironinstitute.org
Alan S. WillskyProfessor of EECS, MITПотвърден имейл адрес: mit.edu
Connor W. ColeyMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Amir GlobersonTel Aviv UniversityПотвърден имейл адрес: post.tau.ac.il
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleПотвърден имейл адрес: eng.cam.ac.uk
Martin WainwrightProfessor, EECS/Mathematics, Massachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
William H. GreenHoyt C. Hottel Professor of Chemical Engineering, MITПотвърден имейл адрес: mit.edu
Tao LeiGoogleПотвърден имейл адрес: google.com
David SontagProfessor, Massachusetts Institute of TechnologyПотвърден имейл адрес: csail.mit.edu
Ziv Bar-JosephProfessor of Computational Biology and Machine Learning, School of Computer Science, Carnegie Mellon UniversityПотвърден имейл адрес: andrew.cmu.edu
Bowen JingMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Richard YoungProfessor of Biology, MITПотвърден имейл адрес: wi.mit.edu
Kyle SwansonStanford UniversityПотвърден имейл адрес: stanford.edu
Georg GerberAssistant Professor of Pathology, Harvard Medical SchoolПотвърден имейл адрес: bwh.harvard.edu

Следене

Tommi Jaakkola

Други именаTommi S. Jaakkola

MIT

Потвърден имейл адрес: csail.mit.edu - Начална страница

machine learning natural language processing biomolecular design


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
An introduction to variational methods for graphical models MI Jordan, Z Ghahramani, TS Jaakkola, LK Saul Machine learning 37, 183-233, 1999	4754	1999
Exploiting generative models in discriminative classifiers T Jaakkola, D Haussler Advances in neural information processing systems 11, 1998	2087	1998
A deep learning approach to antibiotic discovery JM Stokes, K Yang, K Swanson, W Jin, A Cubillos-Ruiz, NM Donghia, ... Cell 180 (4), 688-702. e13, 2020	1928	2020
Junction tree variational autoencoder for molecular graph generation W Jin, R Barzilay, T Jaakkola International conference on machine learning, 2323-2332, 2018	1596	2018
Analyzing learned molecular representations for property prediction K Yang, K Swanson, W Jin, C Coley, P Eiden, H Gao, A Guzman-Perez, ... Journal of chemical information and modeling 59 (8), 3370-3388, 2019	1421	2019
Maximum-margin matrix factorization N Srebro, J Rennie, T Jaakkola Advances in neural information processing systems 17, 2004	1417	2004
Convergence of stochastic iterative dynamic programming algorithms T Jaakkola, M Jordan, S Singh Advances in neural information processing systems 6, 1993	1352	1993
Towards robust interpretability with self-explaining neural networks D Alvarez Melis, T Jaakkola Advances in neural information processing systems 31, 2018	1065	2018
Weighted low-rank approximations N Srebro, T Jaakkola Proceedings of the 20th international conference on machine learning (ICML …, 2003	1035	2003
Convergence results for single-step on-policy reinforcement-learning algorithms S Singh, T Jaakkola, ML Littman, C Szepesvári Machine learning 38, 287-308, 2000	1023	2000
Rationalizing neural predictions T Lei, R Barzilay, T Jaakkola arXiv preprint arXiv:1606.04155, 2016	952	2016
Variational message passing. J Winn, CM Bishop, T Jaakkola Journal of Machine Learning Research 6 (4), 2005	946	2005
Style transfer from non-parallel text by cross-alignment T Shen, T Lei, R Barzilay, T Jaakkola Advances in neural information processing systems 30, 2017	889	2017
Approximate inference in additive factorial hmms with application to energy disaggregation JZ Kolter, T Jaakkola Artificial intelligence and statistics, 1472-1482, 2012	849	2012
Serial regulation of transcriptional regulators in the yeast cell cycle I Simon, J Barnett, N Hannett, CT Harbison, NJ Rinaldi, TL Volkert, ... Cell 106 (6), 697-708, 2001	847	2001
Partially labeled classification with Markov random walks M Szummer, T Jaakkola Advances in neural information processing systems 14, 2001	839	2001
MAP estimation via agreement on trees: message-passing and linear programming MJ Wainwright, TS Jaakkola, AS Willsky IEEE transactions on information theory 51 (11), 3697-3717, 2005	816	2005
Computational discovery of gene modules and regulatory networks Z Bar-Joseph, GK Gerber, TI Lee, NJ Rinaldi, JY Yoo, F Robert, ... Nature biotechnology 21 (11), 1337-1342, 2003	802	2003
Bayesian parameter estimation via variational methods TS Jaakkola, MI Jordan Statistics and Computing 10, 25-37, 2000	798	2000
An introduction to variational methods for graphical models MI Jordan, Z Ghahramani, TS Jaakkola, LK Saul Learning in graphical models, 105-161, 1998	758	1998

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