ICML 1994 - PDF Preprint Papers

ICML 1994 Workshop on Statistical Network Analysis

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ICML
1994
IEEE

172views Machine Learning» more ICML 1994»

A Conservation Law for Generalization Performance

14 years 4 months ago

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Conservation of information (COI) popularized by the no free lunch theorem is a great leveler of search algorithms, showing that on average no search outperforms any other. Yet in ...

Cullen Schaffer

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Id	Views	Title	Status

1	172	A Conservation Law for Generalization Performance	claim
2	160	Prototype and Feature Selection by Sampling and Random Mutation Hill Climbing Algorithms	claim
3	155	Efficient Algorithms for Minimizing Cross Validation Error	claim
4	153	Reducing Misclassification Costs	claim
5	152	Markov Games as a Framework for Multi-Agent Reinforcement Learning	claim
6	152	A Modular Q-Learning Architecture for Manipulator Task Decomposition	claim
7	151	Learning Without State-Estimation in Partially Observable Markovian Decision Processes	claim
8	149	Greedy Attribute Selection	claim
9	142	Hierarchical Self-Organization in Genetic programming	claim
10	122	Towards a Better Understanding of Memory-based Reasoning Systems	claim
11	112	Combining Top-down and Bottom-up Techniques in Inductive Logic Programming	claim
12	101	Revision of Production System Rule-Bases	claim
13	101	On the Worst-Case Analysis of Temporal-Difference Learning Algorithms	claim
14	79	Using Genetic Search to Refine Knowledge-based Neural Networks	claim

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