 | Dagan, Ido -- Committee-based sampling for training probabilistic classifiers - 1995 |
 | Dai, Honghua -- Causal discovery via MML - 1996 |
 | Daley, R. |
 | Daley, R. P. -- Inductive Inference Hierarchies: Probabilistic vs Pluralistic - 1986 |
 | Daley, Robert -- FINite Learning Capabilities and Their Limits - 1997 |
 | Dalmau, Victor -- A dichotomy theorem for learning quantified Boolean formulas - 1997 |
 | Dare, V. R. -- Thue systems and DNA - a learning algorithm for a subclass - 1993 |
 | Darken, C. |
 | Darken, Christian -- Why experimentation can be better than Perfect Guidance - 1997 |
 | Das, Tapas K. -- Self-improving factory simulation using continuous-time average-reward reinforcement learning - 1997 |
 | DasGupta, B. -- On a learnability question associated to neural networks with continuous activations - 1994 |
 | Datta, Piew |
 | David Cesa-Bianchi, Nicolòand Haussler -- Scale-sensitive dimensions, uniform convergence, and learnability - 1993 |
 | Davies, Scott -- Using optimal dependency-trees for combinatorial optimization: Learning the structure of the search space - 1997 |
 | Dawid, A. P. -- Prequential Analysis, Stochastic Complexity and Bayesian Inference |
 | Dayan, Peter |
 | Díaz, J. |
 | Dean, T. |
 | Dean, Thomas |
 | Dearden, Richard -- Approximating value trees in structured dynamic programming - 1996 |
 | Decatur, Scott |
 | Decatur, Scott E. |
 | Decatur, S. E. -- Statistical queries and faulty PAC oracles - 1993 |
 | Dechter, R. |
 | Dehaspe, Luc -- Clausal Discovery - 1997 |
 | DeJong, Gerald F. |
 | Dejong, Gerald -- Explanation-Based Learning: An Alternative View - 1986 |
 | DeJong, Gerald -- A case study of explanation-based control - 1995 |
 | Demopoulos, W. -- Learnability and Linguistic Theory - 1989 |
 | Dempster, A. P. -- Maximum-likelihood from Incomplete Data via the EM Algorithm - 1977 |
 | Demšar, Janez -- Machine learning by function decomposition - 1997 |
 | Deng, X. |
 | Deng, Kan -- Efficient locally weighted polynomial regression predictions - 1997 |
 | Denker, J. -- Automatic learning, rule extraction and generalization - 1987 |
 | Denker, J. S. -- Strategies for Teaching Layered Networks Classification Tasks - 1988 |
 | Dershowitz, N. -- From specifications to programs: induction in the service of synthesis - 1994 |
 | DeSantis, A. -- Learning probabilistic prediction functions - 1988 |
 | desJardins, Marie -- Evaluation and selection of biases in machine learning - 1995 |
 | Devanbu, Prem -- A comparative study of inductive logic programming methods for software fault prediction - 1997 |
 | Devaney, Mark -- Efficient feature selection in conceptual clustering - 1997 |
 | Devroye, L. P. |
 | Devroye, L. -- Automatic Pattern Recognition: A Study of the Probability of Error - July 1988 |
 | Dhagat, A. -- Searching in the presence of linearly bounded errors - 1991 |
 | Dhagat, Aditi -- PAC learning with irrelevant attributes - 1994 |
 | Dichterman, E. |
 | Dichterman, Eli -- On restricted-focus-of-attention learnability of Boolean functions - 1996 |
 | Dietterich, T. G. |
 | Dietterich, Thomas G. |
 | Dietterich, Thomas -- Editorial on expanding to twelve issues a year - 1993 |
 | Dietterich, Tom -- Applying the weak learning framework to understand and improve C4.5 - 1996 |
 | Dietzen, Scott -- Higher-Order and Modal Logic as a Framework for Explanation-Based Generalization - 1992 |
 | Dillman, R. -- Robot Programming by Demonstration RPD : Supporting the Induction by Human Interaction - 1996 |
 | Dobkin, David P. -- Concept learning with geometric hypotheses - 1995 |
 | Dolan, C. P. -- Tensor Manipulation Networks: Connectionist and Symbolic Approaches to Comprehension, Learning, and Planning - June 1989 |
 | Domingo, Carlos |
 | Domingos, Pedro |
 | Donahue, M. -- Rate of approximation results motivated by robust neural network learning - 1993 |
 | Donoho, Stephen K. -- Lessons from theory revision applied to constructive induction - 1995 |
 | Donoho, Steve -- Constructive induction using fragmentary knowledge - 1996 |
 | Dorigo, Marco |
 | Doucet, P. G. -- The syntactic inference problem for D0L sequences - 1974 |
 | Dougherty, James -- Supervised and unsupervised discretization of continuous features - 1995 |
 | Downey, R. |
 | Doyle, J. -- On Rationality and Learning - 1988 |
 | Drakopoulos, John A. -- Bounds on the classification error of the nearest neighbor rule - 1995 |
 | Drescher, G. L. |
 | Dromey, R. -- Learning and inductive inference - 1982 |
 | Drucker, Harris |
 | Drucker, H. -- Improving Performance in Neural Networks Using a Boosting Algorithm - 1992 |
 | Duda, R. O. -- Pattern Classification and Scene Analysis - 1973 |
 | Dudley, R. M. |
 | Dudley, R. -- A metric entropy bound is not sufficient for learnability - October 1992 |
 | Duff, Michael O. -- Q-learning for bandit problems - 1995 |
 | Dunning, P. -- A model of sequence extrapolation - 1993 |
 | Duzeroski, S. -- PAC-learnability of determinate logic programs - 1992 |
 | Dzeroski, Saso -- A Reply to Pazzani’s Book Review of Inductive Logic Programming: Techniques and Applications - 1996 |
 | Džeroski, Sašo -- Declarative bias in equation discovery - 1997 |