Chair of Information Technology (150)
Organisational unit: Chair
Research output
- 1997
- Published
Learning Nested Differences in the Presence of Malicious Noise
Auer, P., 1997, In: Theoretical Computer Science. 185, p. 159-175Research output: Contribution to journal › Article › Research › peer-review
- Published
On Learning from Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach
Auer, P., 1997, On Learning from Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach. p. 21-29Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
The Perceptron algorithm vs. Winnow: linear vs. logarithmic mistake bounds when few input variables are relevant
Auer, P., Kivinen, J. & Warmuth, M. K., 1997, In: Artificial intelligence. p. 325-343Research output: Contribution to journal › Article › Research › peer-review
- 1996
- Published
Exponentially Many Local Minima for Single Neurons
Auer, P., Herbster, M. & Warmuth, M. K., 1996, Advances in Neural Information Processing System 8. MIT Press, p. 316-322Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Learning of Depth Two Neurals Nets with Constant Fan-in at the Hidden Nodes
Auer, P., Kwek, S., Maass, W. & Warmuth, M. K., 1996, Proc. of the Ninth Annual ACM Conference on Computational Learning Theory. p. 333-343Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Limit Laws for the Maximal and Minimal Increments of the Poisson Process
Auer, P. & Hornik, K., 1996, In: Studia Scientiarum Mathematicarum Hungarica. 31, p. 1-13Research output: Contribution to journal › Article › Research › peer-review
- Published
The Number of Points of an Empirical or (Poisson) Process Covered by Unions of Sets
Auer, P. & Hornik, K., 1996, In: Journal of multivariate analysis (JMVAAI). p. 37-51Research output: Contribution to journal › Article › Research › peer-review
- Published
Tight Bounds on the Cumulative Profit of Distributed Voters
Auer, P., Caianiello, P. & Cesa-Bianchi, N., 1996, Proc. of the 15th Annual ACM Symposium on Principles of Distributed Computing. p. 312-312Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 1995
- Published
Gambling in a Rigged Casino: The Adversarial Multi-Armed Bandit Problem
Auer, P., Cesa-Bianchi, N., Freund, Y. & Schapire, R. E., 1995, 36th Annual Symposium on Foundations of Computer Science. p. 322-331Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Learning Nested Differences in the Presence of Malicious Noise
Auer, P., 1995, 6th International Workshop, ALT 95. p. 123-137Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
