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NIPS
2008
15 years 1 months ago
Rademacher Complexity Bounds for Non-I.I.D. Processes
This paper presents the first Rademacher complexity-based error bounds for noni.i.d. settings, a generalization of similar existing bounds derived for the i.i.d. case. Our bounds ...
Mehryar Mohri, Afshin Rostamizadeh
ASWEC
2010
IEEE
14 years 12 months ago
Studying Software Evolution for Taming Software Complexity
—Reducing software complexity is key to reducing software maintenance costs. To discover complexity-reducing practices, in this paper we study the evolution of seven sizable open...
Steve D. Suh, Iulian Neamtiu
116
Voted
MICCAI
2010
Springer
14 years 10 months ago
Estimating Local Surface Complexity Maps Using Spherical Harmonic Reconstructions
Abstract. Cortical surface complexity is a potential structural marker for certain diseases such as schizophrenia. In this study, we developed a measure of fractal dimension (FD) c...
Rachel Aine Yotter, Paul M. Thompson, Igor Nenadic...
COLT
1991
Springer
15 years 3 months ago
On the Complexity of Teaching
While most theoretical work in machine learning has focused on the complexity of learning, recently there has been increasing interest in formally studying the complexity of teach...
Sally A. Goldman, Michael J. Kearns
69
Voted
ICASSP
2008
IEEE
15 years 6 months ago
Maximum likelihood binary detection in improper complex gaussian noise
In a wide range of communication systems, including DS-CDMA and OFDM systems, the signal-of-interest might be corrupted by an improper [1] (also called non circularly symmetric [2...
Amirhossein S. Aghaei, Konstantinos N. Plataniotis...