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» Competitive Analysis of Distributed Algorithms
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114
Voted
FOCS
2009
IEEE
15 years 11 days ago
Learning and Smoothed Analysis
We give a new model of learning motivated by smoothed analysis (Spielman and Teng, 2001). In this model, we analyze two new algorithms, for PAC-learning DNFs and agnostically learn...
Adam Tauman Kalai, Alex Samorodnitsky, Shang-Hua T...
156
Voted
MMB
2010
Springer
185views Communications» more  MMB 2010»
15 years 4 months ago
Reducing the Cost of Generating APH-Distributed Random Numbers
Phase-type (PH) distributions are proven to be very powerful tools in modelling and analysis of a wide range of phenomena in computer systems. The use of these distributions in sim...
Philipp Reinecke, Miklós Telek, Katinka Wol...
IPPS
2008
IEEE
15 years 9 months ago
Formal modeling and analysis of real-time resource-sharing protocols in Real-Time Maude
This paper presents general techniques for formally modeling, simulating, and model checking real-time resource-sharing protocols in Real-Time Maude. The “scheduling subset” o...
Peter Csaba Ölveczky, Pavithra Prabhakar, Xue...
107
Voted
PPSN
2000
Springer
15 years 6 months ago
An Analysis of Dynamic Severity and Population Size
This work introduces a general mathematical framework for non-stationary fitness functions which enables the exact definition of certain problem properties. The properties' in...
Karsten Weicker
CIKM
2008
Springer
15 years 4 months ago
Efficient and effective link analysis with precomputed salsa maps
SALSA is a link-based ranking algorithm that takes the result set of a query as input, extends the set to include additional neighboring documents in the web graph, and performs a...
Marc Najork, Nick Craswell