| 1997 | Classical Brouwer-Heyting-Kolmogorov Interpretation. | Masahiko Sato |
| 1997 | Learning Simple Deterministic Finite-Memory Automata. | Hiroshi Sakamoto |
| 1997 | PAC Learning Using Nadaraya-Watson Estimator Based on Orthonormal Systems. | Hongzhu Qiao, Nageswara S. V. Rao, Vladimir A. Protopopescu |
| 1997 | On Exploiting Knowledge and Concept Use in Learning Theory. | Leonard Pitt |
| 1997 | Learning DFA from Simple Examples. | Rajesh Parekh, Vasant G. Honavar |
| 1997 | An Efficient Exact Learning Algorithm for Ordered Binary Decision Diagrams. | Atsuyoshi Nakamura |
| 1997 | Inferring a System from Examples with Time Passage. | Yasuhito Mukouchi |
| 1997 | Polynomial Time Inductive Inference of Regular Term Tree Languages from Positive Data. | Satoshi Matsumoto, Yukiko Hayashi, Takayoshi Shoudai |
| 1997 | On the Relevance of Time in Neural Computation and Learning. | Wolfgang Maass |
| 1997 | Learning Disjunctions of Features. | Stephen Kwek |
| 1997 | Oracles in Sigma | Johannes Kbler, Wolfgang Lindner |
| 1997 | Identifiability of Subspaces and Homomorphic Images of Zero-Reversible Languages. | Satoshi Kobayashi, Takashi Yokomori |
| 1997 | Learning of R.E. Languages from Good Examples. | Sanjay Jain, Steffen Lange, Jochen Nessel |
| 1997 | Inferability of Recursive Real-Valued Functions. | Eiju Hirowatari, Setsuo Arikawa |
| 1997 | On Learning Disjunctions of Zero-One Treshold Functions with Queries. | Tibor Hegeds, Piotr Indyk |
| 1997 | A Note on a Scale-Sensitive Dimension of Linear Bounded Functionals in Banach Spaces. | Leonid Gurvits |
| 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 | Partial Occam's Razor and Its Applications. | Carlos Domingo, Tatsuie Tsukiji, Osamu Watanabe |
| 1997 | PAC Learning under Helpful Distributions. | Franois Denis, Rmi Gilleron |
| 1997 | Synthesizing Noise-Tolerant Language Learners. | John Case, Sanjay Jain, Arun Sharma |
| 1997 | Monotone Extensions of Boolean Data Sets. | Endre Boros, Toshihide Ibaraki, Kazuhisa Makino |
| 1997 | Program Error Detection/Correction: Turning PAC Learning into PERFECT Learning (Abstract). | Manuel Blum |
| 1997 | Exact Learning via Teaching Assistants (Extended Abstract). | Vikraman Arvind, N. V. Vinodchandran |
| 1997 | Learning Acyclic First-Order Horn Sentences from Entailment. | Hiroki Arimura |
| 1997 | Team Learning as a Game. | Andris Ambainis, Kalvis Apsitis, Rusins Freivalds, William I. Gasarch, Carl H. Smith |