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GPCE
2008
Springer
14 years 11 months ago
Generating incremental implementations of object-set queries
High-level query constructs help greatly improve the clarity of programs and the productivity of programmers, and are being introduced to increasingly more languages. However, the...
Tom Rothamel, Yanhong A. Liu
ICML
2010
IEEE
14 years 11 months ago
Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
Bin Cao, Nathan Nan Liu, Qiang Yang
ICML
2010
IEEE
14 years 11 months ago
Restricted Boltzmann Machines are Hard to Approximately Evaluate or Simulate
Restricted Boltzmann Machines (RBMs) are a type of probability model over the Boolean cube {-1, 1}n that have recently received much attention. We establish the intractability of ...
Philip M. Long, Rocco A. Servedio
MM
2010
ACM
160views Multimedia» more  MM 2010»
14 years 10 months ago
Automatic role recognition based on conversational and prosodic behaviour
This paper proposes an approach for the automatic recognition of roles in settings like news and talk-shows, where roles correspond to specific functions like Anchorman, Guest or ...
Hugues Salamin, Alessandro Vinciarelli, Khiet Truo...
SIGCOMM
2010
ACM
14 years 10 months ago
Running servers around zero degrees
Data centers are a major consumer of electricity and a significant fraction of their energy use is devoted to cooling the data center. Recent prototype deployments have investigat...
Mikko Pervilä, Jussi Kangasharju