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AAAI
2011
14 years 7 months ago
Fast Newton-CG Method for Batch Learning of Conditional Random Fields
We propose a fast batch learning method for linearchain Conditional Random Fields (CRFs) based on Newton-CG methods. Newton-CG methods are a variant of Newton method for high-dime...
Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Ok...
COCO
2011
Springer
221views Algorithms» more  COCO 2011»
14 years 7 months ago
Non-uniform ACC Circuit Lower Bounds
The class ACC consists of circuit families with constant depth over unbounded fan-in AND, OR, NOT, and MODm gates, where m > 1 is an arbitrary constant. We prove: • NTIME[2n ...
Ryan Williams
CODES
2011
IEEE
14 years 7 months ago
Dynamic, multi-core cache coherence architecture for power-sensitive mobile processors
Today, mobile smartphones are expected to be able to run the same complex, memory-intensive applications that were originally designed and coded for general-purpose processors. Ho...
Garo Bournoutian, Alex Orailoglu
DCOSS
2011
Springer
14 years 7 months ago
Type-safe updating for modular WSN software
—Modular software, in which strongly-separated units of functionality can be independently added to and removed from a node’s running software, offers a promising approach to e...
Barry Porter, Utz Roedig, Geoff Coulson
EMNLP
2011
14 years 7 months ago
Entire Relaxation Path for Maximum Entropy Problems
We discuss and analyze the problem of finding a distribution that minimizes the relative entropy to a prior distribution while satisfying max-norm constraints with respect to an ...
Moshe Dubiner, Yoram Singer
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