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Št. zadetkov: 5
Efficiently Solving Convex Relaxations for MAP Estimation
Pawan Kumar Mudigonda
Video in druga učna gradiva
Oznake: computer science;machine learning;mathematics;operations research
The problem of obtaining the maximum a posteriori (MAP) estimate of a discrete random field is of fundamental importance in many areas of Computer Science. In this work, we build on the tree reweighted message passing (TRW) framework of Kolmogorov and Wainwright et al. TRW iteratively optimizes the ...
Leto: 2008 Vir: videolectures.net
Learning a Region-based Scene Segmentation Model
Pawan Kumar Mudigonda
Video in druga učna gradiva
Oznake: computer science;computer vision
In recent years, machine learning has seen the development of a series of algorithms for parameter learning that avoid estimating the partition function and instead, rely on accurate approximate MAP inference. Within this framework, we consider two new topics. In the first part, we discuss paramet ...
Leto: 2009 Vir: videolectures.net
Parameter Learning Using Approximate MAP Inference
Pawan Kumar Mudigonda
Video in druga učna gradiva
Oznake: computer science;machine learning;linear models
In recent years, machine learning has seen the development of a series of algorithms for parameter learning that avoid estimating the partition function and instead, rely on accurate approximate MAP inference. Within this framework, we consider two new topics. In the first part, we discuss paramet ...
Leto: 2009 Vir: videolectures.net
Poster Spotlights
Qingxiong Yang , Sing Bing Kang , Stefan Holzer , Jonathan Brandt , Nils Hasler , Anat Levin , Jingchen Liu , Xiuzhuang Zhou , Gianfranco Doretto , Pawan Kumar Mudigonda , Julian McAuley , Bernhard Zeisl , Kaushik Mitra , Miguel Á. Carreira-Perpiñán , Nitesh Shroff , Leo Zhu , Teng Zhang , Andrew Kae , Armand Joulin
Video in druga učna gradiva
Oznake: computer science;computer vision;machine learning
Leto: 2010 Vir: videolectures.net
Poster Spotlights
Hyung Il Koo , Varun Gulshan , Xiaofeng Ren , Lopamudra Mukherjee , Ramin Zabih , Brian L. Price , Dhruv Batra , Christian Reinbacher , Yong Jae Lee , Minsu Cho , Tae Hoon Kim , Pawan Kumar Mudigonda , Deepak Roy Chittajallu , João Carreira , Alexander Vezhnevets , Noha El-Zehiry , Fabio Galasso , Hengameh Mirzaalian , Xavier Boix Bosch
Video in druga učna gradiva
Oznake: computer science;computer vision
Leto: 2010 Vir: videolectures.net
Št. zadetkov: 5
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