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» Constraints in Weighted Averaging
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120
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JMLR
2008
137views more  JMLR 2008»
15 years 23 days ago
Online Learning of Complex Prediction Problems Using Simultaneous Projections
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
ASPDAC
2007
ACM
108views Hardware» more  ASPDAC 2007»
15 years 4 months ago
Noise-Direct: A Technique for Power Supply Noise Aware Floorplanning Using Microarchitecture Profiling
This paper proposes Noise-Direct, a design methodology for power integrity aware floorplanning, using microarchitectural feedback to guide module placement. Stringent power constr...
Fayez Mohamood, Michael B. Healy, Sung Kyu Lim, Hs...
ICPR
2000
IEEE
16 years 1 months ago
General Bias/Variance Decomposition with Target Independent Variance of Error Functions Derived from the Exponential Family of D
An important theoretical tool in machine learning is the bias/variance decomposition of the generalization error. It was introduced for the mean square error in [3]. The bias/vari...
Jakob Vogdrup Hansen, Tom Heskes
88
Voted
ICC
2007
IEEE
150views Communications» more  ICC 2007»
15 years 7 months ago
Improving the Download Time of BitTorrent-Like Systems
The content distribution techniques have recently started embracing peer-to-peer system as an alternative to the client-server architecture, such as BitTorrent system. BitTorrent ...
Chi-Jen Wu, Cheng-Ying Li, Jan-Ming Ho
145
Voted
FOCS
2004
IEEE
15 years 4 months ago
Tolls for Heterogeneous Selfish Users in Multicommodity Networks and Generalized Congestion Games
We prove the existence of tolls to induce multicommodity, heterogeneous network users that independently choose routes minimizing their own linear function of tolls versus latency...
Lisa Fleischer, Kamal Jain, Mohammad Mahdian