 | Auer, Peter (Peter Auer) -- An Improved On-line Algorithm for Learning Linear Evaluation Functions - 2000 |
| Auer, Peter (Peter Auer and Philip M. Long) -- Structural Results About On-line Learning Models With and Without Queries - 1999 |
| Auer, Peter (Peter Auer, Mark Herbster and Manfred K. Warmuth) -- Exponentially many local minima for single neurons - 1996 |
| Auer, Peter (Peter Auer) -- Using Upper Confidence Bounds for Online Learning - 2000 |
| Auer, Peter (Peter Auer, Nicolò Cesa-Bianchi and Paul Fischer) -- Finite-time Analysis of the Multiarmed Bandit Problem - 2002 |
| Auer, Peter (Peter Auer, Philip M. Long and Aravind Srinivasan) -- Approximating hyper-rectangles: Learning and pseudorandom sets - 1998 |
| Auer, Peter (Peter Auer and Claudio Gentile) -- Adaptive and Self-Confident On-Line Learning Algorithms - 2000 |
| Auer, Peter (Peter Auer and Nicolò Cesa-Bianchi) -- On-line learning with malicious noise and the closure algorithm - 1998 |
| Auer, Peter (Peter Auer, Philip M. Long, W. Maass and Gerhard J. Woeginger) -- On the complexity of function learning - 1995 |
| Auer, Peter (Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund and Robert E. Schapire) -- Gambling in a rigged casino: the adversarial multi-armed bandit problem - 1995 |
| Auer, Peter (Peter Auer) -- Learning nested differences in the presence of malicious noise - 1997 |
| Auer, Peter (Peter Auer, Robert C. Holte and Wolfgang Maass) -- Theory and applications of agnostic PAC-learning with small decision trees - 1995 |
| Auer, Peter (Peter Auer, Stephen Kwek, Wolfgang Maass and Manfred K. Warmuth) -- Learning of depth two neural networks with constant fan-in at the hidden nodes - 1996 |
| Auer, Peter (Peter Auer) -- On learning from multi-instance examples: Empirical evaluation of a theoretical approach - 1997 |
| Auer, Peter (Peter Auer and Manfred K. Warmuth) -- Tracking the Best Disjunction - 1998 |
