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Tommi S. Jaakkola

Identifiers

  • name variant Tommi S. Jaakkola 0.60 · backfill

Papers (24)

  1. Towards Robust, Locally Linear Deep Networks cs.LG · 2019 · author #3
  2. Functional Transparency for Structured Data: a Game-Theoretic Approach cs.LG · 2019 · author #4
  3. Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling stat.ML · 2019 · author #5
  4. Gromov-Wasserstein Alignment of Word Embedding Spaces cs.CL · 2018 · author #2
  5. Game-Theoretic Interpretability for Temporal Modeling cs.LG · 2018 · author #3
  6. Towards Optimal Transport with Global Invariances stat.ML · 2018 · author #3
  7. On the Robustness of Interpretability Methods cs.LG · 2018 · author #2
  8. Towards Robust Interpretability with Self-Explaining Neural Networks cs.LG · 2018 · author #2
  9. Structured Optimal Transport stat.ML · 2017 · author #2
  10. A causal framework for explaining the predictions of black-box sequence-to-sequence models cs.LG · 2017 · author #2
  11. From random walks to distances on unweighted graphs stat.ML · 2015 · author #3
  12. Word, graph and manifold embedding from Markov processes cs.CL · 2015 · author #3
  13. Metric recovery from directed unweighted graphs stat.ML · 2014 · author #3
  14. Inverse Covariance Estimation for High-Dimensional Data in Linear Time and Space: Spectral Methods for Riccati and Sparse Models cs.LG · 2013 · author #2
  15. Computing Upper and Lower Bounds on Likelihoods in Intractable Networks cs.AI · 2013 · author #1
  16. Tractable Bayesian Learning of Tree Belief Networks cs.LG · 2013 · author #2
  17. Feature Selection and Dualities in Maximum Entropy Discrimination cs.LG · 2013 · author #2
  18. A New Class of Upper Bounds on the Log Partition Function cs.LG · 2012 · author #2
  19. Unsupervised Active Learning in Large Domains cs.LG · 2012 · author #2
  20. Continuation Methods for Mixing Heterogenous Sources cs.LG · 2012 · author #2
  21. On Information Regularization cs.LG · 2012 · author #2
  22. Convergent Propagation Algorithms via Oriented Trees cs.LG · 2012 · author #2
  23. Tightening LP Relaxations for MAP using Message Passing cs.DS · 2012 · author #4
  24. MAP estimation via agreement on (hyper)trees: Message-passing and linear programming cs.IT · 2005 · author #2

Mentions

  • 1511.00573 #3 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1509.05808 #3 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1411.5720 #3 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1309.6838 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1302.3586 #1 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1301.3875 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1301.3865 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1301.0610 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1301.0602 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1301.0562 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1212.2466 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1206.5243 #2 · backfill · confidence 0.70 Tommi S. Jaakkola
  • 1206.3288 #4 · backfill · confidence 0.70 Tommi S. Jaakkola

Frequent Coauthors