Chair of Information Technology (150)
Organisational unit: Chair
Research output
- Published
Some thoughts on Boosting and Neural Networks
Auer, P., 1998, 3. Cottbuser Workshop "Aspekte des Neuronalen Lernens". p. 11-28Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Near-optimal Regret Bounds for Reinforcement Learning
Auer, P., Jaksch, T. & Ortner, R., 2009, Advances in neural information processing systems 21. MIT Press, p. 89-96Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
UCB Revisited: Improved Regret Bounds for the Stochastic Multi-Armed Bandit Problem
Auer, P. & Ortner, R., 2010, In: Periodica Mathematica Hungarica. 61, p. 55-65Research output: Contribution to journal › Article › Research › peer-review
- Published
Near-optimal Regret Bounds for Reinforcement Learning
Auer, P., Jaksch, T. & Ortner, R., 2008.Research output: Contribution to conference › Poster › Research › peer-review
- Published
A learning rule for very simple universal approximators consisting of a single layer of perceptrons
Auer, P., Burgsteiner, H. & Maass, W., 2008, In: Neural networks. 21, p. 786-795Research output: Contribution to journal › Article › Research › peer-review
- Published
Exploration and Exploitation in Online Learning
Auer, P., 2011, International Conference on Adaptive and Intelligent Symstems - ICAIS 2011. p. 2-2Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Solving String Equations with Constant Restrictions
Auer, P., 1991, Solving String Equations with Constant Restrictions. p. 103-132Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 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
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
On Learning from Ambiguous Information
Auer, P., 1998, In: Periodica polytechnica / Electrical engineering. 1, p. 115-122Research output: Contribution to journal › Article › Research › peer-review
