Sciweavers

145
Voted
COLT
1995
Springer
15 years 10 months ago
Learning to Reason with a Restricted View
Roni Khardon, Dan Roth
146
Voted
COLT
1995
Springer
15 years 10 months ago
An Experimental and Theoretical Comparison of Model Selection Methods
Michael J. Kearns, Yishay Mansour, Andrew Y. Ng, D...
196
Voted
COLT
1995
Springer
15 years 10 months ago
A Comparison of New and Old Algorithms for a Mixture Estimation Problem
We investigate the problem of estimating the proportion vector which maximizes the likelihood of a given sample for a mixture of given densities. We adapt a framework developed for...
David P. Helmbold, Yoram Singer, Robert E. Schapir...
104
Voted
COLT
1995
Springer
15 years 10 months ago
Reductions for Learning via Queries
William I. Gasarch, Geoffrey R. Hird
123
Voted
COLT
1995
Springer
15 years 10 months ago
Learning to Model Sequences Generated by Switching Distributions
Yoav Freund, Dana Ron
163
Voted
COLT
1995
Springer
15 years 10 months ago
On Learning Bounded-Width Branching Programs
In this paper, we study PAC-leaming algorithms for specialized classes of deterministic finite automata (DFA). Inpartictdar, we study branchingprogrsms, and we investigate the int...
Funda Ergün, Ravi Kumar, Ronitt Rubinfeld
108
Voted
COLT
1995
Springer
15 years 10 months ago
Learning DNF over the Uniform Distribution using a Quantum Example Oracle
Nader H. Bshouty, Jeffrey C. Jackson
152
Voted
COLT
1995
Springer
15 years 10 months ago
Learning with Unreliable Boundary Queries
We introduce a new model for learning with membership queries in which queries near the boundary of a target concept may receive incorrect or “don’t care” responses. In part...
Avrim Blum, Prasad Chalasani, Sally A. Goldman, Do...
140
Voted
COLT
1995
Springer
15 years 10 months ago
Online Learning via Congregational Gradient Descent
Kim L. Blackmore, Robert C. Williamson, Iven M. Y....