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COLT
2010
Springer
15 years 3 months ago
Convex Games in Banach Spaces
We study the regret of an online learner playing a multi-round game in a Banach space B against an adversary that plays a convex function at each round. We characterize the minima...
Karthik Sridharan, Ambuj Tewari
CVPR
2010
IEEE
15 years 3 months ago
Efficient computation of robust low-rank matrix approximations in the presence of missing data using the L1 norm
The calculation of a low-rank approximation of a matrix is a fundamental operation in many computer vision applications. The workhorse of this class of problems has long been the ...
Anders Eriksson, Anton van den Hengel
CVPR
2010
IEEE
15 years 3 months ago
Visual classification with multi-task joint sparse representation
We address the problem of computing joint sparse representation of visual signal across multiple kernel-based representations. Such a problem arises naturally in supervised visual...
Xiaotong Yuan, Shuicheng Yan
DSD
2010
IEEE
137views Hardware» more  DSD 2010»
15 years 3 months ago
A C-to-RTL Flow as an Energy Efficient Alternative to Embedded Processors in Digital Systems
We present a high-level synthesis flow for mapping an algorithm description (in C) to a provably equivalent registertransfer level (RTL) description of hardware. This flow uses an ...
Sameer D. Sahasrabuddhe, Sreenivas Subramanian, Ku...
EMNLP
2010
15 years 3 months ago
Title Generation with Quasi-Synchronous Grammar
The task of selecting information and rendering it appropriately appears in multiple contexts in summarization. In this paper we present a model that simultaneously optimizes sele...
Kristian Woodsend, Yansong Feng, Mirella Lapata