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ICAISC
2010
Springer
15 years 6 months ago
Do We Need Whatever More Than k-NN?
Abstract. Many sophisticated classification algorithms have been proposed. However, there is no clear methodology of comparing the results among different methods. According to ou...
Miroslaw Kordos, Marcin Blachnik, Dawid Strzempa
ASPDAC
2005
ACM
101views Hardware» more  ASPDAC 2005»
15 years 6 months ago
A wideband hierarchical circuit reduction for massively coupled interconnects
— We develop a realizable circuit reduction to generate the interconnect macro-model for parasitic estimation in wideband applications. The inductance is represented by VPEC (vec...
Hao Yu, Lei He, Zhenyu Qi, Sheldon X.-D. Tan
NIPS
2007
15 years 5 months ago
Stability Bounds for Non-i.i.d. Processes
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
Mehryar Mohri, Afshin Rostamizadeh
ALENEX
2001
105views Algorithms» more  ALENEX 2001»
15 years 5 months ago
A Probabilistic Spell for the Curse of Dimensionality
Range searches in metric spaces can be very di cult if the space is \high dimensional", i.e. when the histogram of distances has a large mean and a small variance. The so-cal...
Edgar Chávez, Gonzalo Navarro
ICIS
2000
15 years 5 months ago
Follow the leader? Strategic pricing in e-commerce
Conventional wisdom and current research suggest that the Internet will lower electronic commerce (EC) product prices by causing intense competition among vendors. However, this d...
Robert J. Kauffman, Charles A. Wood