1984 | | | **A General Selection Criterion for Inductive Inference** - *M. P. Georgeff and C. S. Wallace* |

| | | **Über Eingabeabhängigkeit und Komplexität von Inferenzstrategien.** - *G. Schäfer-Richter* |

| | | **Mixture densities, maximum likelihood, and the EM algorithm** - *R. A. Redner and H. F. Walker* |

| | | **Learning Theory and Natural Language** - *D. N. Osherson, M. Stob and S. Weinstein* |

| | | **Inference of skeletal automata** - *L. Fass* |

| | | **Connections between Identifying Functionals, Standardizing Operations, and Computable Numberings** - *R. Freivalds, E. B. Kinber and R. Wiehagen* |

| | | **Editing by example** - *R. Nix* |

| | | **Polynomial-time inference of general pattern languages** - *K. P. Jantke* |

| | | **Models of Language Acquisition** - *D. Osherson and S. Weinstein* |

| | | **Consistent Inference of Probabilities for Reproducible Experiments** - *Y. Tikochinsky, N. Z. Tishby and R. D. Levine* |

| | | **On the Nonboundability of total effective operators** - *T. Zeugmann* |

| | | **Deductive learning** - *L. Valiant* |

| | | **On the Power of Probabilistic Strategies in Inductive Inference** - *R. Wiehagen, R. Freivalds and E. B. Kinber* |

| | | **Jeffrey's Rule and the Problem of Autonomous Inference Agents** - *J. Pearl* |

| | | **A note on the Pattern-finding Problem** - *C. Hua and K. Ko* |

| | | **Classification and Regression Trees** - *L. Breiman, J. H. Friedman, R. A. Olshen and C. J. Stone* |

| | | **Linear and Nonlinear Programming** - *D. G. Luenberger* |

| | | **Convergence of Stochastic Processes** - *D. Pollard* |

| May | | **Boltzmann Machines: Constraint Satisfaction Networks that Learn** - *G. E. Hinton, T. J. Sejnowski and D. H. Ackley* |

| August | | **Learning About Systems That Contain State Variables** - *T. G. Dietterich* |

| | | **Towards Chunking as a General Learning Mechanism** - *J. Laird, P. Rosenbloom and A. Newell* |

| November | | **A Theory of the Learnable** - *L. G. Valiant* |

| December | | **Learning of Expert Systems from Data** - *P. C. Cheeseman* |