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» Reasoning with Axioms: Theory and Practice
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NIPS
2007
15 years 2 months ago
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
In transfer learning we aim to solve new problems using fewer examples using information gained from solving related problems. Transfer learning has been successful in practice, a...
M. M. Mahmud, Sylvian R. Ray
ICASSP
2010
IEEE
15 years 1 months ago
Toward signal processing theory for graphs and non-Euclidean data
Graphs are canonical examples of high-dimensional non-Euclidean data sets, and are emerging as a common data structure in many fields. While there are many algorithms to analyze ...
Benjamin A. Miller, Nadya T. Bliss, Patrick J. Wol...
JAIR
2010
111views more  JAIR 2010»
14 years 11 months ago
Grounding FO and FO(ID) with Bounds
Grounding is the task of reducing a first-order theory and finite domain to an equivalent propositional theory. It is used as preprocessing phase in many logic-based reasoning s...
Johan Wittocx, Maarten Mariën, Marc Denecker
CAV
2006
Springer
128views Hardware» more  CAV 2006»
15 years 5 months ago
Safraless Compositional Synthesis
In automated synthesis, we transform a specification into a system that is guaranteed to satisfy the specification. In spite of the rich theory developed for system synthesis, litt...
Orna Kupferman, Nir Piterman, Moshe Y. Vardi
IQ
2001
15 years 2 months ago
Improving the Quality of Corporate Household Data: Current Practices and Research Directions
: Corporate household data not only refers to the strict hierarchical structure about and within the corporation, but also the variety of inter-organizational relationships. It is ...
Stuart E. Madnick, Richard Y. Wang, Frank Dravis, ...