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ORCIDMachine Learning, Volume 80, 2010
Volume 80, Number 1, July 2010
- Cynthia Rudin, Rebecca J. Passonneau, Axinia Radeva, Haimonti Dutta, Steve Ierome, Delfina Isaac:
A process for predicting manhole events in Manhattan. 1-31 - Peter R. Rijnbeek, Jan A. Kors:
Finding a short and accurate decision rule in disjunctive normal form by exhaustive search. 33-62 - Marco C. Campi:
Classification with guaranteed probability of error. 63-84 - Don R. Hush, Reid B. Porter:
Algorithms for optimal dyadic decision trees. 85-107
Volume 80, Numbers 2-3, September 2010
- Sham M. Kakade, Ping Li:
Guest editorial: special issue on learning theory. 109-110 - Maria-Florina Balcan, Steve Hanneke, Jennifer Wortman Vaughan:
The true sample complexity of active learning. 111-139 - Shai Shalev-Shwartz, Yoram Singer:
On the equivalence of weak learnability and linear separability: new relaxations and efficient boosting algorithms. 141-163 - Elad Hazan
, Satyen Kale:
Extracting certainty from uncertainty: regret bounded by variation in costs. 165-188 - Nir Ailon, Mehryar Mohri:
Preference-based learning to rank. 189-211 - Ohad Shamir, Naftali Tishby:
Stability and model selection in k-means clustering. 213-243 - Robert Kleinberg, Alexandru Niculescu-Mizil, Yogeshwer Sharma:
Regret bounds for sleeping experts and bandits. 245-272 - Eric Blais, Ryan O'Donnell, Karl Wimmer:
Polynomial regression under arbitrary product distributions. 273-294 - Shuheng Zhou, John D. Lafferty, Larry A. Wasserman:
Time varying undirected graphs. 295-319
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