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Introduction to Machine Learning Channel: VideoLectures Length: 3451 Date: 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,...

Introduction to Machine Learning Channel: VideoLectures Length: 3055 Date: 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,...

Semantic Technologies: Origins, Linked Data and Beyond Channel: VideoLectures Length: 3943 Date: 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...

Data mining and Machine learning algorithms Channel: VideoLectures Length: 4500 Date: 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 persp...

Directed Graphical Models Channel: VideoLectures Length: 1490 Date: 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...

Directed Graphical Models Channel: VideoLectures Length: 3788 Date: 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...

Introduction to Machine Translation Channel: VideoLectures Length: 3059 Date: 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...

Introduction to Machine Translation Channel: VideoLectures Length: 2433 Date: 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...

Introduction to Machine Translation Channel: VideoLectures Length: 2755 Date: 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...

Mapping collaborative technologies for organizational workflows Channel: VideoLectures Length: 3935 Date: April 01, 2011

Best Practices in System-oriented MLIA Channel: VideoLectures Length: 0 Date: March 28, 2011

Throttling Poisson Processes Channel: VideoLectures Length: 0 Date: 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 ...

Best Practices in User-oriented MLIA Channel: VideoLectures Length: 0 Date: March 28, 2011

Domača naloga v mestnem parku Channel: VideoLectures Length: 0 Date: 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 k...

Multilingual Discovery in Europeana Channel: VideoLectures Length: 0 Date: March 28, 2011 Multilingual Information Access is not difficult, just very expensive. Not development cost, but maintenance cost are the real bottleneck. Multili...

Best Practices for Test Collection Creation, Evaluation Methodologies and Language Processing Technologies Channel: VideoLectures Length: 0 Date: March 28, 2011

Online Learning in The Manifold of Low-Rank Matrices Channel: VideoLectures Length: 0 Date: 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 comple...

Shadow Dirichlet for Restricted Probability Modeling Channel: VideoLectures Length: 0 Date: March 28, 2011 Although the Dirichlet distribution is widely used, the independence structure of its components limits its accuracy as a model. The proposed shad...

DEMO session Channel: VideoLectures Length: 0 Date: 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...

Kratki znanstveni poizkusi Channel: VideoLectures Length: 0 Date: 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 ki...

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