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CORR
2010
Springer
188views Education» more  CORR 2010»
15 years 5 months ago
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers
High-dimensional statistical inference deals with models in which the the number of parameters p is comparable to or larger than the sample size n. Since it is usually impossible ...
Sahand Negahban, Pradeep Ravikumar, Martin J. Wain...
CCR
2004
84views more  CCR 2004»
15 years 5 months ago
The state of the email address
Electronic mail is an unquestionably vital component of the Internet infrastructure. While the general perception of email is that it "just works," surprisingly little d...
Mike Afergan, Robert Beverly
TELSYS
2002
122views more  TELSYS 2002»
15 years 5 months ago
Performance Analysis of Reassembly and Multiplexing Queueing with Long-Range-Dependent Input Traffic
This paper studies the impact of long-range-dependent (LRD) traffic on the performance of reassembly and multiplexing queueing. A queueing model characterizing the general reassemb...
George C. Lin, Tatsuya Suda, Fumio Ishizaki
INFOCOM
2010
IEEE
15 years 3 months ago
Tree-structured Data Regeneration in Distributed Storage Systems with Regenerating Codes
Abstract—Distributed storage systems provide large-scale reliable data storage by storing a certain degree of redundancy in a decentralized fashion on a group of storage nodes. T...
Jun Li, Shuang Yang, Xin Wang, Baochun Li
JMLR
2010
143views more  JMLR 2010»
15 years 3 months ago
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...