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» Minimax Probability Machine
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STOC
2012
ACM
251views Algorithms» more  STOC 2012»
13 years 4 months ago
Minimax option pricing meets black-scholes in the limit
Option contracts are a type of financial derivative that allow investors to hedge risk and speculate on the variation of an asset’s future market price. In short, an option has...
Jacob Abernethy, Rafael M. Frongillo, Andre Wibiso...
127
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AI
2002
Springer
15 years 2 months ago
Improving heuristic mini-max search by supervised learning
This article surveys three techniques for enhancing heuristic game-tree search pioneered in the author's Othello program Logistello, which dominated the computer Othello scen...
Michael Buro
89
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ML
2010
ACM
112views Machine Learning» more  ML 2010»
15 years 25 days ago
Bayesian generalized probability calculus for density matrices
Manfred K. Warmuth, Dima Kuzmin
82
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COLT
2006
Springer
15 years 6 months ago
Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition
We consider the problem of optimality, in a minimax sense, and adaptivity to the margin and to regularity in binary classification. We prove an oracle inequality, under the margin ...
Guillaume Lecué
132
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COLT
2010
Springer
15 years 13 days ago
Open Loop Optimistic Planning
We consider the problem of planning in a stochastic and discounted environment with a limited numerical budget. More precisely, we investigate strategies exploring the set of poss...
Sébastien Bubeck, Rémi Munos