| 1997 | A Note on a Scale-Sensitive Dimension of Linear Bounded Functionals in Banach Spaces. Leonid Gurvits |
| 1997 | A Simple Algorithm for Predicting Nearly as Well as the Best Pruning Labeled with the Best Prediction Values of a Decision Tree. Eiji Takimoto, Ken'ichi Hirai, Akira Maruoka |
| 1997 | Algorithmic Learning Theory, 8th International Conference, ALT '97, Sendai, Japan, October 6-8, 1997, Proceedings Ming Li, Akira Maruoka |
| 1997 | An Efficient Exact Learning Algorithm for Ordered Binary Decision Diagrams. Atsuyoshi Nakamura |
| 1997 | Classical Brouwer-Heyting-Kolmogorov Interpretation. Masahiko Sato |
| 1997 | Deranomized Learning of Boolean Functions. Meera Sitharam, Timothy Straney |
| 1997 | Effects of Kolmogorov Complexity Present in Inductive Inference as Well. Andris Ambainis, Kalvis Apsitis, Cristian Calude, Rusins Freivalds, Marek Karpinski, Tomas Larfeldt, Iveta Sala, Juris Smotrovs |
| 1997 | Exact Learning via Teaching Assistants (Extended Abstract). Vikraman Arvind, N. V. Vinodchandran |
| 1997 | Identifiability of Subspaces and Homomorphic Images of Zero-Reversible Languages. Satoshi Kobayashi, Takashi Yokomori |
| 1997 | Inferability of Recursive Real-Valued Functions. Eiju Hirowatari, Setsuo Arikawa |
| 1997 | Inferring a System from Examples with Time Passage. Yasuhito Mukouchi |
| 1997 | Learning Acyclic First-Order Horn Sentences from Entailment. Hiroki Arimura |
| 1997 | Learning DFA from Simple Examples. Rajesh Parekh, Vasant G. Honavar |
| 1997 | Learning Disjunctions of Features. Stephen Kwek |
| 1997 | Learning One-Variable Pattern Languages Very Efficiently on Average, in Parallel, and by Asking Queries. Thomas Erlebach, Peter Rossmanith, Hans Stadtherr, Angelika Steger, Thomas Zeugmann |
| 1997 | Learning Simple Deterministic Finite-Memory Automata. Hiroshi Sakamoto |
| 1997 | Learning and Revising Theories in Noisy Domains. Xiaolong Zhang, Masayuki Numao |
| 1997 | Learning of R.E. Languages from Good Examples. Sanjay Jain, Steffen Lange, Jochen Nessel |
| 1997 | Monotone Extensions of Boolean Data Sets. Endre Boros, Toshihide Ibaraki, Kazuhisa Makino |
| 1997 | On Exploiting Knowledge and Concept Use in Learning Theory. Leonard Pitt |
| 1997 | On Learning Disjunctions of Zero-One Treshold Functions with Queries. Tibor Hegedüs, Piotr Indyk |
| 1997 | On the Relevance of Time in Neural Computation and Learning. Wolfgang Maass |
| 1997 | Oracles in Sigma Johannes Köbler, Wolfgang Lindner |
| 1997 | PAC Learning Using Nadaraya-Watson Estimator Based on Orthonormal Systems. Hongzhu Qiao, Nageswara S. V. Rao, Vladimir A. Protopopescu |
| 1997 | PAC Learning under Helpful Distributions. François Denis, Rémi Gilleron |
| 1997 | Partial Occam's Razor and Its Applications. Carlos Domingo, Tatsuie Tsukiji, Osamu Watanabe |
| 1997 | Polynomial Time Inductive Inference of Regular Term Tree Languages from Positive Data. Satoshi Matsumoto, Yukiko Hayashi, Takayoshi Shoudai |
| 1997 | Probability Theory for the Brier Game. V. G. Vovk |
| 1997 | Program Error Detection/Correction: Turning PAC Learning into PERFECT Learning (Abstract). Manuel Blum |
| 1997 | Synthesizing Noise-Tolerant Language Learners. John Case, Sanjay Jain, Arun Sharma |
| 1997 | Team Learning as a Game. Andris Ambainis, Kalvis Apsitis, Rusins Freivalds, William I. Gasarch, Carl H. Smith |