1951 | August |  | A Machine That Learns - W. G. Walter |
1952 | |  | A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations - H. Chernoff |
1957 | |  | Logical Networks and Probability - F. H. George |
1958 | |  | The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain - F. Rosenblatt |
1959 | |  | Inductive machines and the problem of learning - F. H. George |
| |  | Computers and thought - A. L. Samuel |
| July |  | Some studies in machine learning using the game of checkers - A. L. Samuel |
1960 | |  | Adaptive Switching Circuits - B. Widrow and M. E. Hoff |
| |  | A predictive model for self organizing systems, Part I - G. Pask and H. V. Foerster |
| |  | Information-theoretical aspects of inductive and deductive inference - S. Watanabe |
1961 | |  | A predictive model for self organizing systems, Part II - G. Pask and H. V. Foerster |
1962 | |  | A note on the self-consistency of definitions of generalization and inductive inference - Henry P. Kramer |
| |  | A remark on discovery algorithms for grammars - E. Shamir |
1963 | |  | Human acquisition of concepts for sequential patterns - H. A. Simon and K. Kotovsky |
| |  | Real Analysis - H. Royden |
| March |  | Probability inequalities for sums of bounded random variables - W. Hoeffding |
1964 | |  | Techniques using LISP for automatically discovering interesting relations in data - E. Fredkin |
| |  | A Formal Theory of Inductive Inference: Part 2 - R. J. Solomonoff |
| |  | The LISP program for inductive inference on sequences - M. Pivar and E. Gord |
| |  | A Formal Theory of Inductive Inference: Part 1 - R. J. Solomonoff |
| |  | Automation, using LISP, of inductive inference on sequences - M. Pivar and M. Finkelstein |
1965 | |  | Limiting Recursion - E. M. Gold |
| |  | Models of Goal Seeking and Learning - M. Gold |
| |  | Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition - T. M. Cover |
| |  | Learning Machines - N. J. Nilsson |
| |  | Behavior of sequential predictors of binary sequences - T. Cover |
1966 | |  | Some Sequence Extrapolating Programs: a Study of Representation and Modeling in Inquiring Systems - S. Persson |
1967 | |  | First thoughts on grammatical inference - J. A. Feldman |
| |  | Language Identification in the Limit - E. Mark Gold |
| January |  | Nearest Neighbor Pattern Classification - T. M. Cover and P. E. Hart |