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» Mechanism Design via Machine Learning
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IJCNN
2006
IEEE
13 years 11 months ago
Alleviating Catastrophic Forgetting via Multi-Objective Learning
— Handling catastrophic forgetting is an interesting and challenging topic in modeling the memory mechanisms of the human brain using machine learning models. From a more general...
Yaochu Jin, Bernhard Sendhoff
ICML
2006
IEEE
14 years 6 months ago
Active learning via transductive experimental design
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
Kai Yu, Jinbo Bi, Volker Tresp
ICALT
2006
IEEE
13 years 11 months ago
Effective Analysis and Design of Computer-Supported Learning System
The analysis phase constitutes an essential step in the development of information systems. Nevertheless, learning materials design activities currently have reduced the analysis ...
David Díez Cebollero, Camino Fernánd...
FMCAD
2007
Springer
13 years 9 months ago
A Mechanized Refinement Framework for Analysis of Custom Memories
We present a framework for formal verification of embedded custom memories. Memory verification is complicated ifficulty in abstracting design parameters induced by the inherently ...
Sandip Ray, Jayanta Bhadra
ACMICEC
2006
ACM
157views ECommerce» more  ACMICEC 2006»
13 years 11 months ago
Adaptive mechanism design: a metalearning approach
Auction mechanism design has traditionally been a largely analytic process, relying on assumptions such as fully rational bidders. In practice, however, bidders often exhibit unkn...
David Pardoe, Peter Stone, Maytal Saar-Tsechansky,...