Add to ORKGWe show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomial time if and only if every NE-predicate is E-solvable. Moreover we show that the previously known algorithm, that uses an oracle in NP, is optimal in some relativized world
We show that for any concept class C the number of equiv-alence and membership queries that are need...
We investigate the query complexity of exact learning in the membership and (proper) equivalence que...
We study the learnability of monotone term decision lists in the exact model of equivalence and memb...
We show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomia...
Circuit expressions were introduced to provide a natural link between Computational Learning and cer...
We study circuit expressions of logarithmic and poly-logarithmic polynomial-time Kolmogorov complexi...
We show that the class of all circuits is exactly learnable in randomized expected polynomial time u...
AbstractWe show that the class of all circuits is exactly learnable in randomized expected polynomia...
AbstractWe show that simple deterministic languages are polynomial time learnable via membership que...
For some representation classes, we relate its polynomial time query learnability to the complexity ...
AbstractWe describe a new approach for understanding the difficulty of designing efficient learning ...
We study the learnability of monotone term decision lists in the exact model of equivalence and memb...
AbstractWe study the learnability of boolean functions from membership and equivalence queries. We d...
AbstractA number of efficient learning algorithms achieve exact identification of an unknown functio...
We study the learnability of boolean functions from membership and equivalence queries. We develop t...
We show that for any concept class C the number of equiv-alence and membership queries that are need...
We investigate the query complexity of exact learning in the membership and (proper) equivalence que...
We study the learnability of monotone term decision lists in the exact model of equivalence and memb...
We show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomia...
Circuit expressions were introduced to provide a natural link between Computational Learning and cer...
We study circuit expressions of logarithmic and poly-logarithmic polynomial-time Kolmogorov complexi...
We show that the class of all circuits is exactly learnable in randomized expected polynomial time u...
AbstractWe show that the class of all circuits is exactly learnable in randomized expected polynomia...
AbstractWe show that simple deterministic languages are polynomial time learnable via membership que...
For some representation classes, we relate its polynomial time query learnability to the complexity ...
AbstractWe describe a new approach for understanding the difficulty of designing efficient learning ...
We study the learnability of monotone term decision lists in the exact model of equivalence and memb...
AbstractWe study the learnability of boolean functions from membership and equivalence queries. We d...
AbstractA number of efficient learning algorithms achieve exact identification of an unknown functio...
We study the learnability of boolean functions from membership and equivalence queries. We develop t...
We show that for any concept class C the number of equiv-alence and membership queries that are need...
We investigate the query complexity of exact learning in the membership and (proper) equivalence que...
We study the learnability of monotone term decision lists in the exact model of equivalence and memb...