Open Problem: Does AdaBoost Always Cycle?

Cynthia Rudin, Robert E. Schapire, Ingrid Daubechies
Proceedings of the 25th Annual Conference on Learning Theory, PMLR 23:46.1-46.4, 2012.

Abstract

We pose the question of whether the distributions computed by AdaBoost always converge to a cycle.

Cite this Paper

BibTeX
@InProceedings{pmlr-v23-rudin12, title = {Open Problem: Does AdaBoost Always Cycle?}, author = {Rudin, Cynthia and Schapire, Robert E. and Daubechies, Ingrid}, booktitle = {Proceedings of the 25th Annual Conference on Learning Theory}, pages = {46.1--46.4}, year = {2012}, editor = {Mannor, Shie and Srebro, Nathan and Williamson, Robert C.}, volume = {23}, series = {Proceedings of Machine Learning Research}, address = {Edinburgh, Scotland}, month = {25--27 Jun}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v23/rudin12/rudin12.pdf}, url = {https://proceedings.mlr.press/v23/rudin12.html}, abstract = {We pose the question of whether the distributions computed by AdaBoost always converge to a cycle.} }
Endnote
%0 Conference Paper %T Open Problem: Does AdaBoost Always Cycle? %A Cynthia Rudin %A Robert E. Schapire %A Ingrid Daubechies %B Proceedings of the 25th Annual Conference on Learning Theory %C Proceedings of Machine Learning Research %D 2012 %E Shie Mannor %E Nathan Srebro %E Robert C. Williamson %F pmlr-v23-rudin12 %I PMLR %P 46.1--46.4 %U https://proceedings.mlr.press/v23/rudin12.html %V 23 %X We pose the question of whether the distributions computed by AdaBoost always converge to a cycle.
RIS
TY - CPAPER TI - Open Problem: Does AdaBoost Always Cycle? AU - Cynthia Rudin AU - Robert E. Schapire AU - Ingrid Daubechies BT - Proceedings of the 25th Annual Conference on Learning Theory DA - 2012/06/16 ED - Shie Mannor ED - Nathan Srebro ED - Robert C. Williamson ID - pmlr-v23-rudin12 PB - PMLR DP - Proceedings of Machine Learning Research VL - 23 SP - 46.1 EP - 46.4 L1 - http://proceedings.mlr.press/v23/rudin12/rudin12.pdf UR - https://proceedings.mlr.press/v23/rudin12.html AB - We pose the question of whether the distributions computed by AdaBoost always converge to a cycle. ER -
APA
Rudin, C., Schapire, R.E. & Daubechies, I.. (2012). Open Problem: Does AdaBoost Always Cycle?. Proceedings of the 25th Annual Conference on Learning Theory, in Proceedings of Machine Learning Research 23:46.1-46.4 Available from https://proceedings.mlr.press/v23/rudin12.html.

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