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ICML 2006 — accepted papers

ICML 2006 is the 2006 edition of the International Conference on Machine Learning (ICML). OpenAlex lists 141 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 141papers in the proceedings 1work in our library 2,520citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. The relationship between Precision-Recall and ROC curves ↗Jesse J. Davis, Mark H. Goadrich6,315 citations
  2. Connectionist temporal classification ↗Alex Graves, Santiago Fernández, Faustino J. Gomez et al.5,355 citations
  3. An empirical comparison of supervised learning algorithms ↗Rich Caruana, Alexandru Niculescu-Mizil2,705 citations
  4. Dynamic topic modelsDavid M. Blei, John Lafferty2,386 citations · our summary
  5. Topic modeling ↗Hanna Wallach1,058 citations
  6. Cover trees for nearest neighbor ↗Alina Beygelzimer, Sham M. Kakade, John C. Langford813 citations
  7. R 1 -PCA ↗Chris H. Q. Ding, Ding Xuan Zhou, Xiaofeng He et al.633 citations
  8. Practical solutions to the problem of diagonal dominance in kernel document clustering ↗Derek Greene, Pádraig Cunningham616 citations
  9. Pachinko allocation ↗Wei Li, Andrew McCallum609 citations
  10. Maximum margin planning ↗Nathan Ratliff, James Andrew Bagnell, Martin Zinkevich606 citations

All accepted papers (141)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. The relationship between Precision-Recall and ROC curves ↗Jesse J. Davis, Mark H. Goadrich6,315 citations
  2. Connectionist temporal classification ↗Alex Graves, Santiago Fernández, Faustino J. Gomez et al.5,355 citations
  3. An empirical comparison of supervised learning algorithms ↗Rich Caruana, Alexandru Niculescu-Mizil2,705 citations
  4. Dynamic topic modelsDavid M. Blei, John Lafferty2,386 citations · our summary
  5. Topic modeling ↗Hanna Wallach1,058 citations
  6. Cover trees for nearest neighbor ↗Alina Beygelzimer, Sham M. Kakade, John C. Langford813 citations
  7. R 1 -PCA ↗Chris H. Q. Ding, Ding Xuan Zhou, Xiaofeng He et al.633 citations
  8. Practical solutions to the problem of diagonal dominance in kernel document clustering ↗Derek Greene, Pádraig Cunningham616 citations
  9. Pachinko allocation ↗Wei Li, Andrew McCallum609 citations
  10. Maximum margin planning ↗Nathan Ratliff, James Andrew Bagnell, Martin Zinkevich606 citations
  11. Fast time series classification using numerosity reduction ↗Xiaopeng Xi, Eamonn Keogh, Christian R. Shelton et al.591 citations
  12. Probabilistic inference for solving discrete and continuous state Markov Decision Processes ↗Marc Toussaint, Amos Storkey482 citations
  13. Batch mode active learning and its application to medical image classification ↗Steven C. H. Hoi, Rong Jin, Jianke Zhu et al.421 citations
  14. PAC model-free reinforcement learning ↗Alexander L. Strehl, Lihong C. Li, Eric Wiewiora et al.384 citations
  15. Higher order learning with graphs ↗Sameer Agarwal, Kristin M. Branson, Serge Belongie377 citations
  16. Local Fisher discriminant analysis for supervised dimensionality reduction ↗Masashi Sugiyama370 citations
  17. Trading convexity for scalability ↗Ronan Collobert, Fabian H. Sinz, Jason Weston et al.353 citations
  18. Active learning via transductive experimental design ↗Kai Yu, Jinbo Bi, Volker Tresp344 citations
  19. Nightmare at test time ↗Amir Globerson, Sam T. Roweis309 citations
  20. Constructing informative priors using transfer learning ↗Rajat Raina, Andrew Ng, Daphne Koller299 citations
  21. Accelerated training of conditional random fields with stochastic gradient methods ↗S. V. N. Vishwanathan, Nicol Norbert Schraudolph, Mark Schmidt et al.278 citations
  22. An analytic solution to discrete Bayesian reinforcement learning ↗Pascal Poupart, Nikos A. Vlassis, Jesse Hoey et al.278 citations
  23. Agnostic active learning ↗Maria-Florina Balcan, Alina Beygelzimer, John C. Langford270 citations
  24. Reinforcement learning for optimized trade execution ↗Yuriy Nevmyvaka, Yi Feng, Michael J. Kearns261 citations
  25. Label propagation through linear neighborhoods ↗Fei Wang, Changshui Zhang258 citations

See all 141 papers in ICML 2006 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. Dynamic Topic ModelsInternational Conference on Machine Learning (ICML)David M. Blei, John D. Lafferty2006 · 2,520 citations

 Fields

Arts and Humanities (1)Computer Science (1)Social Sciences (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬David M. Blei1 work here · 2,520 citations🧑‍🔬John Lafferty1 work here · 2,520 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Princeton UniversityPrinceton · United States1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here

works and citations from OpenAlex and our library.

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