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114
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COLT
2003
Springer
15 years 8 months ago
A General Class of No-Regret Learning Algorithms and Game-Theoretic Equilibria
A general class of no-regret learning algorithms, called no-Φ-regret learning algorithms, is defined which spans the spectrum from no-external-regret learning to no-internal-reg...
Amy R. Greenwald, Amir Jafari
133
Voted
ECML
2003
Springer
15 years 8 months ago
Improving the AUC of Probabilistic Estimation Trees
Abstract. In this work we investigate several issues in order to improve the performance of probabilistic estimation trees (PETs). First, we derive a new probability smoothing that...
César Ferri, Peter A. Flach, José He...
121
Voted
EPIA
2003
Springer
15 years 8 months ago
Adaptation to Drifting Concepts
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
Gladys Castillo, João Gama, Pedro Medas
ISCA
2002
IEEE
115views Hardware» more  ISCA 2002»
15 years 8 months ago
ReVive: Cost-Effective Architectural Support for Rollback Recovery in Shared-Memory Multiprocessors
This paper presents ReVive, a novel general-purpose rollback recovery mechanism for shared-memory multiprocessors. ReVive carefully balances the conflicting requirements of avail...
Milos Prvulovic, Josep Torrellas, Zheng Zhang
ISCC
2002
IEEE
131views Communications» more  ISCC 2002»
15 years 8 months ago
Scheduling real time parallel structure on cluster computing
: - Efficient task scheduling is essential for achieving high performance computing applications for distributed systems. Most of existing real-time systems consider schedulability...
Reda A. Ammar, Abdulrahman Alhamdan