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Functional Geometry Alignment and Localization of Brain Areas Channel: VideoLectures Length: 0 Date: March 26, 2011 Matching functional brain regions across individuals is a challenging task, largely due to the variability in their location and extent. It is par...

Layered image motion with explicit occlusions, temporal consistency, and depth ordering Channel: VideoLectures Length: 0 Date: March 26, 2011 Layered models are a powerful way of describing natural scenes containing smooth surfaces that may overlap and occlude each other. For image motion...

On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient Channel: VideoLectures Length: 0 Date: March 26, 2011 Likelihood ratio policy gradient methods have been some of the most successful reinforcement learning algorithms, especially for learning on physi...

Multiple Kernel Learning and the SMO Algorithm Channel: VideoLectures Length: 0 Date: March 26, 2011 Our objective is to train p-norm Multiple Kernel Learning (MKL) and, more generally, linear MKL regularised by the Bregman divergence, using the S...

Sample Complexity of Testing the Manifold Hypothesis Channel: VideoLectures Length: 0 Date: March 26, 2011 The hypothesis that high dimensional data tends to lie in the vicinity of a low dimensional manifold is the basis of a collection of methodologies ...

Probabilistic Deterministic Infinite Automata Channel: VideoLectures Length: 0 Date: March 26, 2011 We propose a novel Bayesian nonparametric approach to learning with probabilistic deterministic finite automata (PDFA). We define and develop and s...

Prigrizek s TiO2-odločitev je vaša Channel: VideoLectures Length: 0 Date: March 25, 2011 Nanodelci imajo zaradi svojih dimenzij posebne lastnosti, ki omogočajo njihovo uporabo na najrazličnejših področjih. Zaradi vse večje proizvodnje ...

Online Learning for Latent Dirichlet Allocation Channel: VideoLectures Length: 0 Date: March 25, 2011 We develop an online variational Bayes (VB) algorithm for Latent Dirichlet Allocation (LDA). Online LDA is based on online stochastic optimization ...

Nano-gradnja: avtomatizacija gradnje stavb s pomočjo nano in biotehnologije Channel: VideoLectures Length: 0 Date: March 25, 2011

Biomimetične tekstilije Channel: VideoLectures Length: 0 Date: March 25, 2011

Minimum Average Cost Clustering Channel: VideoLectures Length: 0 Date: March 25, 2011 A number of objective functions in clustering problems can be described with submodular functions. In this paper, we introduce the minimum average...

A biologically plausible network for the computation of orientation dominance Channel: VideoLectures Length: 0 Date: March 25, 2011 The determination of dominant orientation at a given image location is formulated as a decision-theoretic question. This leads to a novel measure f...

Synergies in learning words and their referents Channel: VideoLectures Length: 0 Date: March 25, 2011 This paper presents Bayesian non-parametric models that simultaneously learn to segment words from phoneme strings and learn the referents of some ...

Lecture 21 - Vietnam and Algeria Channel: VideoLectures Length: 0 Date: March 25, 2011 France’s colonial territories were of very high importance after the embarrassment of occupation during World War II. Algeria, in particular, was ...

Presentation of the Regional Cooperation Council (RCC) Channel: VideoLectures Length: 257 Date: March 25, 2011

Graph-based Methods for Social Search Channel: VideoLectures Length: 3349 Date: March 19, 2011 Recent developments in Web 2.0 and Cyberinfrastructure technologies create massive computer mediated networks, where the nodes might be people as ...

Graph-based Methods for Social Search Channel: VideoLectures Length: 4771 Date: March 19, 2011 Recent developments in Web 2.0 and Cyberinfrastructure technologies create massive computer mediated networks, where the nodes might be people as ...

Lecture 2 - The Paris Commune and Its Legacy Channel: VideoLectures Length: 0 Date: March 19, 2011 The Paris Commune of 1871 remained a potent force in Europe for several generations afterwards. The reprisals following the fall of the Commune ant...

Graph-based Methods for Social Search Channel: VideoLectures Length: 3160 Date: March 19, 2011 Recent developments in Web 2.0 and Cyberinfrastructure technologies create massive computer mediated networks, where the nodes might be people as ...

Graph-based Methods for Social Search Channel: VideoLectures Length: 4650 Date: March 19, 2011 Recent developments in Web 2.0 and Cyberinfrastructure technologies create massive computer mediated networks, where the nodes might be people as ...

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