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» Newton's method and its use in optimization
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ICMLA
2007
15 years 3 months ago
Bias-variance tradeoff in hybrid generative-discriminative models
Given any generative classifier based on an inexact density model, we can define a discriminative counterpart that reduces its asymptotic error rate, while increasing the estima...
Guillaume Bouchard
CORR
2008
Springer
173views Education» more  CORR 2008»
15 years 1 months ago
Decomposition Principles and Online Learning in Cross-Layer Optimization for Delay-Sensitive Applications
In this paper, we propose a general cross-layer optimization framework in which we explicitly consider both the heterogeneous and dynamically changing characteristics of delay-sens...
Fangwen Fu, Mihaela van der Schaar
TWC
2008
135views more  TWC 2008»
15 years 1 months ago
Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks
A novel framework was introduced recently for stochastic routing in wireless multihop networks, whereby each node selects a neighbor to forward a packet according to a probability...
Alejandro Ribeiro, Nikolas D. Sidiropoulos, Georgi...
ISQED
2009
IEEE
124views Hardware» more  ISQED 2009»
15 years 8 months ago
Revisiting the linear programming framework for leakage power vs. performance optimization
— This paper revisits and extends a general linear programming(LP) formulation to exploit multiple knobs such as multi-Lgate footprint-compatible libraries and post-layout Lgateb...
Kwangok Jeong, Andrew B. Kahng, Hailong Yao
107
Voted
HSNMC
2004
Springer
121views Multimedia» more  HSNMC 2004»
15 years 7 months ago
RBU+: Recursive Binding Update for End-to-End Route Optimization in Nested Mobile Networks
In this paper, we propose an end-to-end route optimization scheme for nested mobile networks, which we refer to as Recursive Binding Update plus (RBU+). A nested mobile network is ...
Ho-sik Cho, Eun Kyoung Paik, Yanghee Choi