 | Abe, N. |
| Abe, Naoki |
 | Abu-Mostafa, Y. S. -- The Vapnik-Chervonenkis Dimension: Information verses Complexity in Learning - 1989 |
| Ackley, D. H. |
| Adams, R. T. -- Inference of LISP Programs from Examples - June 1990 |
| Adleman, L. |
| Adé, Hilde -- Declarative Bias for Specific-to-General ILP Systems - 1995 |
| Aha, David W. |
| Ahmad, S. -- A Study of Scaling and Generalization in Neural Networks - September 1988 |
| Ahmad, Subutai -- Representing Probabilistic Rules with Networks of Gaussian Basis Functions - 1997 |
| Aiello, W. -- Learning the fourier spectrum of probabilistic lists and trees - January 1991 |
| Aizenstein, H. |
| Aizenstein, Howard -- On The Learnability Of Disjunctive Normal Form Formulas - 1995 |
| Akaho, S. -- Regularization learning of neural networks for generalization - 1992 |
| Akiba, S. -- Inductive resolution - 1993 |
| Akiba, Yasuhiro -- On handling tree-structured attributes in decision tree learning - 1995 |
| Akutsu, T. -- On PAC learnability of functional dependencies - 1992 |
| Albert, Marc K. -- Instance-Based Learning Algorithms - 1991 |
| Aldous, D. -- A Markovian extension of Valiant’s learning model - 1990 |
| Ali, Kamal -- Reducing misclassification costs - 1994 |
| Ali, Kamal M. -- Error Reduction through Learning Multiple Descriptions - 1996 |
| Allan, J. -- The effect of adding relevance information in a relevance feedback environment - 1994 |
| Allen, R. B. -- Performance of a Stochastic Learning Chip - 1989 |
| Almuallim, Hussein -- On handling tree-structured attributes in decision tree learning - 1995 |
| Alon, Noga |
| Alspector, J. -- Performance of a Stochastic Learning Chip - 1989 |
| Amakawa, K. -- Self-learning reaching motion of a multi-joint arm using a trial-and-error heuristic and a neural network - 1991 |
| Amari, S. |
| Ambainis, Andris |
| Ambainis, A. -- Enumerable classes of total recursive functions: complexity of inductive inference - 1994 |
| Ameur, F. -- Trial and Error: a New Approach to Space-bounded Learning - 1994 |
| Ameur, Foued -- A space-bounded learning algorithm for axis-parallel rectangles - 1995 |
| Amsterdam, J. |
| Anderson, J. R. -- A Mean Field Theory Learning Algorithm for Neural Networks - 1987 |
| Anderson, John R. -- Explorations of an Incremental, Bayesian Algorithm for Categorization - 1992 |
| Andreae, P. M. -- Justified Generalization: Acquiring Procedures from Examples - January 1985 |
| Angluin, D. |
| Angluin, Dana |
| Anoulova, S. |
| Anthony, M. |
| Anthony, Martin |
| Antos, András -- Strong minimax lower bounds for learning - 1996 |
| Apsitis, K. |
| Apsītis, Kalvis |
| Apsītis, K. -- Derived sets and inductive inference - 1994 |
| Ar, S. -- Reconstructing algebraic functions from mixed data - 1992 |
| Arapostathis, A. -- Analysis of an Identification Algorithm Arising in the Adaptive Estimation of Markov Chains - 1990 |
| Arie, Ben-David -- Research Note: Classification accuracy: machine learning vs. explicit knowledge acquisition - 1995 |
| Arikawa, S. |
| Arima, J. |
| Arimura, H. |
| Arimura, Hiroki -- Learning unions of tree patterns using queries - 1995 |
| Arnold, O. -- Therapy plan generation as program synthesis - 1994 |
| Aronis, John M. -- Scaling Up Inductive Learning with Massive Parallelism - 1996 |
| Aronson, A. R. -- Grammatical inference by hill-climbing - 1976 |
| Asada, Minoru -- Purposive Behavior Acquisition for a Real Robot by Vision-Based Reinforcement Learning - 1996 |
| Asker, Lars |
| Aslam, J. A. |
| Aslam, Javed A. |
| Assouad, P. -- Densité et Dimension - 1983 |
| Atkeson, Christopher G. |
| Atkeson, C. G. -- Learning Arm Kinematics and Dynamics - 1989 |
| Atlas, Les -- Improving generalization with active learning - 1994 |
| Auer, P. |
| Auer, Peter |
| Authorless, |
| Awerbuch, Baruch -- Piecemeal graph exploration by a mobile robot - 1995 |
| Aynur Akku, s -- K nearest neighbor classification on feature projections - 1996 |