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» On the List-Decodability of Random Linear Codes
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KDD
2007
ACM
132views Data Mining» more  KDD 2007»
14 years 8 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...
ICCV
2007
IEEE
14 years 2 months ago
Deformable Template As Active Basis
This article proposes an active basis model and a shared pursuit algorithm for learning deformable templates from image patches of various object categories. In our generative mod...
Ying Nian Wu, Zhangzhang Si, Chuck Fleming, Song C...
MDM
2007
Springer
14 years 1 months ago
Near Optimal Update-Broadcast of Data Sets
— We consider the problem of efficiently broadcasting incremental updates to multiple terminals that contain outdated (and possibly different) initial copies of the data. This s...
Sachin Agarwal, Andrew Hagedorn, Ari Trachtenberg
ICDCS
2006
IEEE
14 years 1 months ago
Fast data access over asymmetric channels using fair and secure bandwidth sharing
We propose a peer-to-peer architecture designed to overcome asymmetries in upload/download speeds that are typical in end-user dialup, broadband and cellular wireless Internet con...
Sachin Agarwal, Moshe Laifenfeld, Ari Trachtenberg...
CORR
2010
Springer
122views Education» more  CORR 2010»
13 years 7 months ago
Collision Helps - Algebraic Collision Recovery for Wireless Erasure Networks
Current medium access control mechanisms are based on collision avoidance and collided packets are discarded. The recent work on ZigZag decoding departs from this approach by recov...
Ali ParandehGheibi, Jay Kumar Sundararajan, Muriel...