Ray J. Solomonoff
: The discovery of algorithmic probability: A guide for the programming of true creativity.
: On-line maximum likelihood prediction with respect to general loss functions.
: The power of procrastination in inductive inference: How it depends on used ordinal notations.
V. G. Vovk
: Minimum description length estimators under the optimal coding scheme.
: Characterizing rational versus exponential learning curves.
: A space-bounded learning algorithm for axis-parallel rectangles.
: Learning decision lists and trees with equivalence-queries.
: Average case analysis of a learning algorithm for µ-DNF expressions.
: Learning of regular expressions by pattern matching.