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» A Formal Measure of Machine Intelligence
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COLT
1991
Springer
15 years 1 months ago
On the Complexity of Teaching
While most theoretical work in machine learning has focused on the complexity of learning, recently there has been increasing interest in formally studying the complexity of teach...
Sally A. Goldman, Michael J. Kearns
TPHOL
2005
IEEE
15 years 3 months ago
On the Correctness of Operating System Kernels
The Verisoft project aims at the pervasive formal verification of entire computer systems. In particular, the seamless verification of the academic system is attempted. This syst...
Mauro Gargano, Mark A. Hillebrand, Dirk Leinenbach...
WWW
2006
ACM
15 years 10 months ago
Beyond PageRank: machine learning for static ranking
Since the publication of Brin and Page's paper on PageRank, many in the Web community have depended on PageRank for the static (query-independent) ordering of Web pages. We s...
Matthew Richardson, Amit Prakash, Eric Brill
EWCBR
2004
Springer
15 years 3 months ago
Maintaining Case-Based Reasoning Systems: A Machine Learning Approach
Over the years, many successful applications of case-based reasoning (CBR) systems have been developed in different areas. The performance of CBR systems depends on several factor...
Niloofar Arshadi, Igor Jurisica
NIPS
2003
14 years 11 months ago
Self-calibrating Probability Forecasting
In the problem of probability forecasting the learner’s goal is to output, given a training set and a new object, a suitable probability measure on the possible values of the ne...
Vladimir Vovk, Glenn Shafer, Ilia Nouretdinov