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NIPS
2008
15 years 4 months ago
Mind the Duality Gap: Logarithmic regret algorithms for online optimization
We describe a primal-dual framework for the design and analysis of online strongly convex optimization algorithms. Our framework yields the tightest known logarithmic regret bound...
Shai Shalev-Shwartz, Sham M. Kakade
194
Voted

Publication
182views
17 years 1 months ago
The ERICA Switch Algorithm for ABR Traffic Management in ATM Networks
We propose an explicit rate indication scheme for congestion avoidance in ATM networks. In this scheme, the network switches monitor their load on each link, determining a load fac...
Shivkumar Kalyanaraman, Raj Jain, Sonia Fahmy, Roh...
DLT
2008
15 years 4 months ago
Derivation Tree Analysis for Accelerated Fixed-Point Computation
We show that for several classes of idempotent semirings the least fixed-point of a polynomial system of equations X = f(X) is equal to the least fixed-point of a linear system obt...
Javier Esparza, Stefan Kiefer, Michael Luttenberge...
92
Voted
CEC
2005
IEEE
15 years 8 months ago
Two-layered face detection system using evolutionary algorithm
This paper proposes a novel face detection method based on Principal Component Analysis (PCA) and Evolutionary Algorithm (EA). In a view-based approach to face detection, the face ...
Jun-Su Jang, Jong-Hwan Kim
144
Voted
ICMCS
2005
IEEE
147views Multimedia» more  ICMCS 2005»
15 years 8 months ago
Evaluation of Multiple Cue Head Pose Estimation Algorithms in Natural Environements
Head pose estimation is a research area which has many applications, e.g. in human computer interfaces design or in the analysis of people’s focus-of-attention. The paper addres...
Sileye O. Ba, Jean-Marc Odobez