Bylander, Tom

18 publications

ICML 2011 Learning Linear Functions with Quadratic and Linear Multiplicative Updates Tom Bylander

MLJ 2002 Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates Tom Bylander

AAAI 1999 Estimating Generalization Error Using Out-of-Bag Estimates Tom Bylander, Dennis Hanzlik

AAAI 1997 A Linear Programming Heuristic for Optimal Planning Tom Bylander

COLT 1997 Learning Probabilistically Consistent Linear Threshold Functions Tom Bylander

COLT 1997 The Binary Exponentiated Gradient Algorithm for Learning Linear Functions Tom Bylander

AAAI 1997 Worst-Case Absolute Loss Bounds for Linear Learning Algorithms Tom Bylander

NeCo 1995 Learning Linear Threshold Approximations Using Perceptrons Tom Bylander

COLT 1994 Learning Linear Threshold Functions in the Presence of Classification Noise Tom Bylander

AAAI 1993 An Average Case Analysis of Planning Tom Bylander

COLT 1993 Polynomial Learnability of Linear Threshold Approximations Tom Bylander

AAAI 1992 Complexity Results for Serial Decomposability Tom Bylander

IJCAI 1991 Complexity Results for Planning Tom Bylander

ICML 1991 Generating Error Candidates for Assigning Blame in a Knowledge Base Michael A. Weintraub, Tom Bylander

AAAI 1991 The Qualitative Difference Resolution Rule Tom Bylander

IJCAI 1987 Computational Complexity of Hypothesis Assembly Dean Allemang, Michael C. Tanner, Tom Bylander, John R. Josephson

IJCAI 1985 Understanding Behavior Using Consolidation Tom Bylander, B. Chandrasekaran

IJCAI 1983 CSRL: A Language for Expert Systems for Diagnosis Tom Bylander, Sanjay Mittal, B. Chandrasekaran