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FOCS
2009
IEEE
15 years 2 months 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...
MMB
2010
Springer
185views Communications» more  MMB 2010»
15 years 7 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 11 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...
129
Voted
PPSN
2000
Springer
15 years 8 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
155
Voted
CIKM
2008
Springer
15 years 7 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