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ICML
2010
IEEE
13 years 10 months ago
Feature Selection as a One-Player Game
This paper formalizes Feature Selection as a Reinforcement Learning problem, leading to a provably optimal though intractable selection policy. As a second contribution, this pape...
Romaric Gaudel, Michèle Sebag
SAS
2010
Springer
262views Formal Methods» more  SAS 2010»
13 years 7 months ago
Concurrent Separation Logic for Pipelined Parallelization
Recent innovations in automatic parallelizing compilers are showing impressive speedups on multicore processors using shared memory with asynchronous channels. We have formulated a...
Christian J. Bell, Andrew W. Appel, David Walker
PADL
2012
Springer
12 years 4 months ago
Recent Advances in Declarative Networking
Declarative networking is a programming methodology that enables developers to concisely specify network protocols and services, and directly compile these specifications into a d...
Boon Thau Loo, Harjot Gill, Changbin Liu, Yun Mao,...
CP
2009
Springer
14 years 10 months ago
Coalition Structure Generation Utilizing Compact Characteristic Function Representations
This paper presents a new way of formalizing the Coalition Structure Generation problem (CSG), so that we can apply constraint optimization techniques to it. Forming effective coal...
Naoki Ohta, Vincent Conitzer, Ryo Ichimura, Yuko S...
PPSN
1992
Springer
14 years 1 months ago
Hyperplane Annealing and Activator-Inhibitor-Systems
This paper introduces a new optimization technique called hyperplane annealing. It is similar to the mean field annealing approach to combinatorial optimization. Both annealing te...
Thomas Laußermair