Communications of the ACM
Learning regular sets from queries and counterexamples
Information and Computation
Learning from good and bad data
Learning from good and bad data
Types of noise in data for concept learning
COLT '88 Proceedings of the first annual workshop on Computational learning theory
Learning k-DNF with noise in the attributes
COLT '88 Proceedings of the first annual workshop on Computational learning theory
Learning read-once formulas using membership queries
COLT '89 Proceedings of the second annual workshop on Computational learning theory
Concept learning and heuristic classification in weak-theory domains
Artificial Intelligence
Unknown attribute values in induction
Proceedings of the sixth international workshop on Machine learning
On learning from queries and counterexamples in the presence of noise
Information Processing Letters
Redundant noisy attributes, attribute errors, and linear-threshold learning using winnow
COLT '91 Proceedings of the fourth annual workshop on Computational learning theory
Exact learning of read-twice DNF formulas (extended abstract)
SFCS '91 Proceedings of the 32nd annual symposium on Foundations of computer science
Learning arithmetic read-once formulas
STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
Fast learning of k-term DNF formulas with queries
STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
Learning read-once formulas with queries
Journal of the ACM (JACM)
Learning Conjunctions of Horn Clauses
Machine Learning - Computational learning theory
Learning in the presence of malicious errors
SIAM Journal on Computing
Learning with restricted focus of attention
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Learning with malicious membership queries and exceptions (extended abstract)
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Oracles and queries that are sufficient for exact learning (extended abstract)
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Learning with queries but incomplete information (extended abstract)
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Learning from a consistently ignorant teacher
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Randomly Fallible Teachers: Learning Monotone DNF with an Incomplete Membership Oracle
Machine Learning - Special issue on computational learning theory
An algorithm to learn read-once threshold formulas, and transformations between learning models
Computational Complexity
Learning with unreliable boundary queries
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Simple learning algorithms using divide and conquer
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
On restricted-focus-of-attention learnability of Boolean functions
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Machine Learning
Machine Learning
Structural results about exact learning with unspecified attribute values
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
An apprentice learning model (extended abstract)
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
On learning in the presence of unspecified attribute values
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Learning fixed-dimension linear thresholds from fragmented data
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Learning fixed-dimension linear thresholds from fragmented data
Information and Computation
Learning cost-sensitive active classifiers
Artificial Intelligence
A General Dimension for Exact Learning
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Learning from examples with unspecified attribute values
Information and Computation
Learning from partial observations
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Logical analysis of binary data with missing bits
Artificial Intelligence
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