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An Introduction to Variational Methods for Graphical Models
- Michael I. Jordan, Zoubin Ghahramani, T. Jaakkola, L. Saul
- Computer ScienceMachine Learning
- 1 February 1999
TLDR
Exploiting Generative Models in Discriminative Classifiers
- T. Jaakkola, D. Haussler
- Computer ScienceNIPS
- 1 December 1998
TLDR
Style Transfer from Non-Parallel Text by Cross-Alignment
- T. Shen, Tao Lei, R. Barzilay, T. Jaakkola
- Computer ScienceNIPS
- 1 May 2017
TLDR
Junction Tree Variational Autoencoder for Molecular Graph Generation
- Wengong Jin, R. Barzilay, T. Jaakkola
- Computer ScienceICML
- 12 February 2018
TLDR
Maximum-Margin Matrix Factorization
- Nathan Srebro, Jason D. M. Rennie, T. Jaakkola
- Computer ScienceNIPS
- 1 December 2004
TLDR
Rationalizing Neural Predictions
- Tao Lei, R. Barzilay, T. Jaakkola
- Computer ScienceEMNLP
- 13 June 2016
TLDR
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
- J. Z. Kolter, T. Jaakkola
- Computer ScienceAISTATS
- 21 March 2012
TLDR
MAP estimation via agreement on trees: message-passing and linear programming
- M. Wainwright, T. Jaakkola, A. Willsky
- Computer ScienceIEEE Transactions on Information Theory
- 1 November 2005
TLDR
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
- A. Globerson, T. Jaakkola
- Computer ScienceNIPS
- 3 December 2007
TLDR
A new class of upper bounds on the log partition function
- M. Wainwright, T. Jaakkola, A. Willsky
- Computer Science, MathematicsIEEE Transactions on Information Theory
- 1 August 2002
TLDR
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