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» Trading convexity for scalability
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ICML
2006
IEEE
14 years 6 months ago
Trading convexity for scalability
Fabian H. Sinz, Jason Weston, Léon Bottou, ...
CISIS
2010
IEEE
13 years 3 months ago
Scalable Grid Resource Trading with Greedy Heuristics
As Grid infrastructures become more widely used by the academic and commercial world, the problem of resource allocation increases in complexity. Resource trading markets are one m...
Georg Buss, Kevin Lee, Daniel Veit
ECOOP
2004
Springer
13 years 10 months ago
Demand-Driven Type Inference with Subgoal Pruning: Trading Precision for Scalability
After two decades of effort, type inference for dynamically typed languages scales to programs of a few tens of thousands of lines of code, but no further. For larger programs, th...
S. Alexander Spoon, Olin Shivers
KDD
2007
ACM
132views Data Mining» more  KDD 2007»
14 years 5 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...
SC
1995
ACM
13 years 8 months ago
A Performance Evaluation of the Convex SPP-1000 Scalable Shared Memory Parallel Computer
The Convex SPP-1000 is the first commercial implementation of a new generation of scalable shared memory parallel computers with full cache coherence. It employs a hierarchical s...
Thomas L. Sterling, Daniel Savarese, Peter MacNeic...