Research output

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2004
Published
Weak hypotheses and boosting for generic object detection and recognition
Opelt, A., Fussenegger, M., Pinz, A. & Auer, P., 2004, Computer Vision - ECCV 2004, 8th European Conference on Computer Vision. p. 71-84
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2002
Published
Adaptive and self-confident online learning algorithms
Auer, P., Cesa-Bianchi, N. & Gentile, C., 2002, In: Journal of computer and system sciences (JCSS). 64, p. 48-78
Research output: Contribution to journal › Article › Research › peer-review
Published
Finite Time Analysis of the Multiarmed Bandit Problem
Auer, P., Cesa-Bianchi, N. & Fischer, P., 2002, In: Machine learning. 47, p. 235-256
Research output: Contribution to journal › Article › Research › peer-review
Published
Reducing communication for distributed learning in neural networks
Auer, P., Burgsteiner, H. & Maass, W., 2002, Proc. of the International Conference on Artificial Neural Networks - ICANN 2002. p. 123-128
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
The InfoSky viusal explorer: Exploiting Hierarchical Structure and Document Similarities
Andrews, K., Kienreich, W., Sabol, V., Becker, J., Droschl, G., Kappe, F., Granitzer, M., Auer, P. & Tochtermann, K., 2002, In: Information Visualization. 1.2002, 3-4, p. 166-181 16 p.
Research output: Contribution to journal › Article › Research › peer-review
Published
The nonstochastic multiarmed bandit problem
Auer, P., Cesa-Bianchi, N., Freund, N. & Schapire, R. E., 2002, In: SIAM Journal on Computing. 32 (1), p. 48-77
Research output: Contribution to journal › Article › Research › peer-review
Published
Using confidence bounds for exploitation-exploration trade-offs
Auer, P., 2002, In: Journal of machine learning research (JMLR). p. 397-422
Research output: Contribution to journal › Article › Research › peer-review
2000
Published
Adaptive and Self-Confident On-Line Learning Algorithms
Auer, P. & Gentile, C., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 107-117
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
An Improved On-line Algorithm for Learning Linear Evaluation Functions
Auer, P., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 118-125
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Using Upper Confidence Bounds for Online Learning
Auer, P., 2000, 41th Annual Symposium on Foundations of Computer Science. p. 270-293
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Research Portal

Research output

Weak hypotheses and boosting for generic object detection and recognition

Adaptive and self-confident online learning algorithms

Finite Time Analysis of the Multiarmed Bandit Problem

Reducing communication for distributed learning in neural networks

The InfoSky viusal explorer: Exploiting Hierarchical Structure and Document Similarities

The nonstochastic multiarmed bandit problem

Using confidence bounds for exploitation-exploration trade-offs

Adaptive and Self-Confident On-Line Learning Algorithms

An Improved On-line Algorithm for Learning Linear Evaluation Functions

Using Upper Confidence Bounds for Online Learning

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