Tommi Jaakkola - Concepedia

Author

Tommi Jaakkola

Massachusetts Institute of Technology ORCID

Also Known As

Bracha, Shahar, Itamar Chinn, Jaakkola, T., Jaakkola, Tommi, Jaakkola, Tommi S., S Jaakkola, Tommi, T Jaakkola, T. Jaakkola, T.S. Jaakkola, TOMMI JAAKKOLA

449

Publications

43.5K

Citations

H-Index

254

Concepts

All Affiliations

Massachusetts Institute of Technology Moscow Institute of Thermal Technology IIT@MIT Harvard University

About

Tommi Jaakkola is an author at Massachusetts Institute of Technology specializing in engineering, computational biology, and systems biology.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	56	114	18.2K
2	Business	4	4	356
3	Education	2	2	839
4	Arts	1	1	100
5	Health Sciences	1	1	283

Tommi Jaakkola

216

Publications

40.1K

Citations

H-Index

Page 1

	Year	Citations
An Introduction to Variational Methods for Graphical Models Michael I. Jordan, Zoubin Ghahramani, Tommi Jaakkola, Machine Learning	1999	3.7K
Expanded encyclopaedias of DNA elements in the human and mouse genomes Federico Abascal, Reyes Acosta, Nicholas J. Addleman, Nature	2020	2.4K
A Deep Learning Approach to Antibiotic Discovery Jonathan Stokes, Kevin Yang, Kyle Swanson, Cell Antimicrobial Drug DiscoveryAntimicrobial SusceptibilityAntibioticsDeep Learning ApproachMicrobiology	2020	2K
Analyzing Learned Molecular Representations for Property Prediction Kevin Yang, Kyle Swanson, Wengong Jin, Journal of Chemical Information and Modeling Geometric LearningEngineeringMachine LearningComputational ChemistryGraph Processing	2019	1.6K
De novo design of protein structure and function with RFdiffusion Joseph L. Watson, David Juergens, Nathaniel R. Bennett, Nature	2023	1.6K
Exploiting Generative Models in Discriminative Classifiers Tommi Jaakkola, David Haussler EngineeringMachine LearningGene RecognitionGenerative SystemText Mining	1998	1.3K
Maximum-Margin Matrix Factorization Nathan Srebro, Jason D. M. Rennie, Tommi Jaakkola	2004	954
On the Convergence of Stochastic Iterative Dynamic Programming Algorithms Tommi Jaakkola, Michael I. Jordan, Satinder Singh Neural Computation Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningValue Function Approximation	1994	794
Prediction of Organic Reaction Outcomes Using Machine Learning Connor W. Coley, Regina Barzilay, Tommi Jaakkola, ACS Central Science Artificial IntelligenceSequence ModellingEngineeringMachine LearningData Science	2017	774
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin, Regina Barzilay, Tommi Jaakkola arXiv (Cornell University) Graph Neural NetworkEngineeringGraph TheoryMolecular PropertyComputational Biology	2018	708

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