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KDD
2006
ACM
201views Data Mining» more  KDD 2006»
14 years 6 months ago
Clustering based large margin classification: a scalable approach using SOCP formulation
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
DATE
2006
IEEE
104views Hardware» more  DATE 2006»
13 years 11 months ago
Integrated placement and skew optimization for rotary clocking
—The clock distribution network is a key component of any synchronous VLSI design. High power dissipation and pressure volume temperature-induced variations in clock skew have st...
Ganesh Venkataraman, Jiang Hu, Frank Liu, Cliff C....
VEE
2006
ACM
126views Virtualization» more  VEE 2006»
13 years 11 months ago
A new approach to real-time checkpointing
The progress towards programming methodologies that simplify the work of the programmer involves automating, whenever possible, activities that are secondary to the main task of d...
Antonio Cunei, Jan Vitek
KDD
2012
ACM
190views Data Mining» more  KDD 2012»
11 years 8 months ago
Multi-label hypothesis reuse
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou
PLDI
2003
ACM
13 years 10 months ago
Meta optimization: improving compiler heuristics with machine learning
Compiler writers have crafted many heuristics over the years to approximately solve NP-hard problems efficiently. Finding a heuristic that performs well on a broad range of applic...
Mark Stephenson, Saman P. Amarasinghe, Martin C. M...