Header logo is de


2014


Advanced Structured Prediction
Advanced Structured Prediction

Nowozin, S., Gehler, P. V., Jancsary, J., Lampert, C. H.

Advanced Structured Prediction, pages: 432, Neural Information Processing Series, MIT Press, November 2014 (book)

Abstract
The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. They can carry out such tasks as predicting a natural language sentence, or segmenting an image into meaningful components. These models are expressive and powerful, but exact computation is often intractable. A broad research effort in recent years has aimed at designing structured prediction models and approximate inference and learning procedures that are computationally efficient. This volume offers an overview of this recent research in order to make the work accessible to a broader research community. The chapters, by leading researchers in the field, cover a range of topics, including research trends, the linear programming relaxation approach, innovations in probabilistic modeling, recent theoretical progress, and resource-aware learning.

ps

publisher link (url) [BibTex]

2014


publisher link (url) [BibTex]


Modeling the Human Body in 3D: Data Registration and Human Shape Representation
Modeling the Human Body in 3D: Data Registration and Human Shape Representation

Tsoli, A.

Brown University, Department of Computer Science, May 2014 (phdthesis)

ps

pdf [BibTex]

pdf [BibTex]


no image
Wetting phenomena in electrolyte solutions

Ibagon, I.

Universität Stuttgart, Stuttgart, 2014 (phdthesis)

icm

link (url) [BibTex]

link (url) [BibTex]


no image
Dynamik einer fast-kritischen binären Flüssigkeit in zwei Dimensionen

Maisch, J.

Universität Stuttgart, Stuttgart, 2014 (mastersthesis)

icm

[BibTex]

[BibTex]


no image
Brownsche Bewegung schraubenförmiger Nanoteilchen

Gehrmann, C.

Universität Stuttgart, Stuttgart, 2014 (mastersthesis)

icm

[BibTex]

[BibTex]


no image
Electromagnetic self-propulsion for small objects in the near field

Müller, Boris

Universität Stuttgart, Stuttgart, 2014 (mastersthesis)

icm

[BibTex]

[BibTex]


no image
Thermal and structural properties of dense ionic liquids

Bartsch, Hendrik

Universität Stuttgart, Stuttgart, 2014 (mastersthesis)

icm

[BibTex]

[BibTex]

2005


no image
Interplay between geometry and fluid properties

König, P.-M.

Universität Stuttgart, Stuttgart, 2005 (phdthesis)

icm

link (url) [BibTex]

2005


link (url) [BibTex]


no image
Molecular dynamics of wet granular media

Goll, C.

Universität Stuttgart, Stuttgart, 2005 (mastersthesis)

icm

[BibTex]

[BibTex]


no image
Grenzflächenfluktuationen binärer Flüssigkeiten

Hiester, T.

Universität Stuttgart, Stuttgart, 2005 (phdthesis)

icm

link (url) [BibTex]

link (url) [BibTex]

2004


no image
Morphometry of convection patterns in the earth\textquotesingles mantle

Kaminke, Ralf

Universität Stuttgart, Stuttgart, 2004 (mastersthesis)

icm

[BibTex]

2004


[BibTex]