| **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 |