VideoLectures

Introduction to Machine Learning April 01, 2011 This talk gives an overview of machine learning from a practical perspective. Starting with examples of problems we might want to solve (in vision, signal processing, and geospatial inference), ...

VideoLectures

Introduction to Machine Learning April 01, 2011 This talk gives an overview of machine learning from a practical perspective. Starting with examples of problems we might want to solve (in vision, signal processing, and geospatial inference), ...

VideoLectures

Semantic Technologies: Origins, Linked Data ... April 01, 2011 In this talk, Barry Norton gives an introduction to the semantic technologies that are applied in many of the approaches presented in the bootcamp. The emphasis is on the technologies applied in ...

VideoLectures

Data mining and Machine learning algorithms April 01, 2011 The purpose of these lectures today is to review a few rather basic Machine Learning algorithms, while trying to see them from a Data Mining perspective. Thus, we will discuss the very notion of ...

VideoLectures

Directed Graphical Models April 01, 2011 In this talk I introduce the basic concepts of directed graphical models. I then introduce the EM algorithm and discuss learning in latent variable models, considering several mixture models ...

VideoLectures

Directed Graphical Models April 01, 2011 In this talk I introduce the basic concepts of directed graphical models. I then introduce the EM algorithm and discuss learning in latent variable models, considering several mixture models ...

VideoLectures

Introduction to Machine Translation April 01, 2011 Machine Translation has evolved notably in the last two decades. This talk introduces the main concepts related to Machine Translation. First, IBM word alignment models are described. Then, ...

VideoLectures

Introduction to Machine Translation April 01, 2011 Machine Translation has evolved notably in the last two decades. This talk introduces the main concepts related to Machine Translation. First, IBM word alignment models are described. Then, ...

VideoLectures

Introduction to Machine Translation April 01, 2011 Machine Translation has evolved notably in the last two decades. This talk introduces the main concepts related to Machine Translation. First, IBM word alignment models are described. Then, ...

VideoLectures

Mapping collaborative technologies for ... April 01, 2011

VideoLectures

Best Practices in System-oriented MLIA March 28, 2011

VideoLectures

Throttling Poisson Processes March 28, 2011 We study a setting in which Poisson processes generate sequences of decision-making events. The optimization goal is allowed to depend on the rate of decision outcomes; the rate may depend on a ...

VideoLectures

Best Practices in User-oriented MLIA March 28, 2011

VideoLectures

Domača naloga v mestnem parku March 28, 2011 Učenci dobijo nalogo o reformaciji. Na poti domov skozi mestni park, si želijo, da bi kipi, ki predstavljajo to obdobje, oživeli in jim povedali kaj o sebi. Ali se lahko take sanje uresničijo?

VideoLectures

Multilingual Discovery in Europeana March 28, 2011 Multilingual Information Access is not difficult, just very expensive. Not development cost, but maintenance cost are the real bottleneck. Multilingual Information Access is all about resources ...

VideoLectures

Best Practices for Test Collection Creation, ... March 28, 2011

VideoLectures

Online Learning in The Manifold of Low-Rank ... March 28, 2011 When learning models that are represented in matrix forms, enforcing a low-rank constraint can dramatically improve the memory and run time complexity, while providing a natural regularization of ...

VideoLectures

Shadow Dirichlet for Restricted Probability ... March 28, 2011 Although the Dirichlet distribution is widely used, the independence structure of its components limits its accuracy as a model. The proposed shadow Dirichlet distribution manipulates the support ...

VideoLectures

DEMO session March 28, 2011 In addition to the presentations, the event included also a demo session during the lunch break where attendees were given the opportunity to view a number of prototype MLIA systems and ...

VideoLectures

Kratki znanstveni poizkusi March 28, 2011 Film je posnet z mobilnim telefonom. V filmu pa sta prikazana dva zanimiva znanstvena poizkusa. Prvi poizkus prikazuje kako lahko z reakcijo med kisom in sodo bikarbono ali natrijevim ...