| 1999 | Tailoring Representations to Different Requirements. | Katharina Morik |
| 1999 | The VC-Dimension of Subclasses of Pattern. | Andrew R. Mitchell, Tobias Scheffer, Arun Sharma, Frank Stephan |
| 1999 | On the Strength of Incremental Learning. | Steffen Lange, Gunter Grieser |
| 1999 | Genral Linear Relations among Different Types of Predictive Complexity. | Yuri Kalnishkan |
| 1999 | Flattening and Implication. | Kouichi Hirata |
| 1999 | Learning Minimal Covers of Functional Dependencies with Queries. | Montserrat Hermo, Vctor Lavn |
| 1999 | Finding Relevant Variables in PAC Model with Membership Queries. | David Guijarro, Jun Tarui, Tatsuie Tsukiji |
| 1999 | On Learning Unions of Pattern Languages and Tree Patterns. | Sally A. Goldman, Stephen Kwek |
| 1999 | Generalization Error of Limear Neural Networks in Unidentifiable Cases. | Kenji Fukumizu |
| 1999 | On the V | Theodoros Evgeniou, Massimiliano Pontil |
| 1999 | Faster Near-Optimal Reinforcement Learning: Adding Adaptiveness to the E | Carlos Domingo |
| 1999 | Boolean Formulas are Hard to Learn for most Gate Bases. | Vctor Dalmau |
| 1999 | Positive and Unlabeled Examples Help Learning. | Francesco De Comit, Franois Denis, Rmi Gilleron, Fabien Letouzey |
| 1999 | Learning Real Polynomials with a Turing Machine. | Dennis Cheung |
| 1999 | PAC Learning with Nasty Noise. | Nader H. Bshouty, Nadav Eiron, Eyal Kushilevitz |
| 1999 | The Consistency Dimension and Distribution-Dependent Learning from Queries (Extended Abstract). | Jos L. Balczar, Jorge Castro, David Guijarro, Hans Ulrich Simon |
| 1998 | Logical Aspects of Several Bottom-Up Fittings. | Akihiro Yamamoto |
| 1998 | Scalability Issues in Inductive Logic Programming. | Stefan Wrobel |
| 1998 | Learning Sub-classes of Monotone DNF on the Uniform Distribution. | Karsten A. Verbeurgt |
| 1998 | Learnability of Translations from Positive Examples. | Noriko Sugimoto |
| 1998 | Learning Algebraic Structures from Text Using Semantical Knowledge. | Frank Stephan, Yuri Ventsov |
| 1998 | Consistent Polynominal Identification in the Limit. | Werner Stein |
| 1998 | Lower Bounds for the Complexity of Learning Half-Spaces with Membership Queries. | Valery N. Shevchenko, Nikolai Yu. Zolotykh |
| 1998 | On the Sample Complexity for Neural Trees. | Michael Schmitt |
| 1998 | Characteristic Sets for Unions of Regular Pattern Languages and Compactness. | Masako Sato, Yasuhito Mukouchi, Dao Zheng |