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CORR
2012
Springer
214views Education» more  CORR 2012»
13 years 12 months ago
Sum-Product Networks: A New Deep Architecture
The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under...
Hoifung Poon, Pedro Domingos
CVPR
2012
IEEE
13 years 10 months ago
Branch-and-price global optimization for multi-view multi-object tracking
We present a new algorithm to jointly track multiple objects in multi-view images. While this has been typically addressed separately in the past, we tackle the problem as a single...
Laura Leal-Taixe, Gerard Pons-Moll, Bodo Rosenhahn
KDD
2006
ACM
159views Data Mining» more  KDD 2006»
16 years 4 months ago
Global distance-based segmentation of trajectories
This work introduces distance-based criteria for segmentation of object trajectories. Segmentation leads to simplification of the original objects into smaller, less complex primi...
Aris Anagnostopoulos, Michail Vlachos, Marios Hadj...
COMPLEX
2009
Springer
15 years 10 months ago
Evolution of the Internet AS-Level Ecosystem
— We seek a simple model that describes how market forces acting on rational players result in the evolution of the multi-faceted topology of the Internet that we see today. We m...
Srinivas Shakkottai, Marina Fomenkov, Ryan Koga, D...
ICSM
2008
IEEE
15 years 10 months ago
Understanding the rationale for updating a function's comment
Up-to-date comments are critical for the successful evolution of a software application. When modifying a function, developers may update the comment associated with the function ...
Haroon Malik, Istehad Chowdhury, Hsiao-Ming Tsou, ...