Large-scale Online Learning and Decision Making (LSOLDM) Workshop, Cumberland Lodge 2014

Large-scale Online Learning and Decision Making (LSOLDM) Workshop, Cumberland Lodge 2014

23 Videos · Sep 9, 2014

About

This year's workshop will seek to build upon the success of previous events and will bring leading researchers from academia and industry together to share their experiences of implementing large scale learning tasks. The workshop aims to provide a friendly and relaxed environment that enables researchers to share their work with a wider audience, to engage in informal discussions and to learn about the latest developments happening within this exciting field of research.

The CompLACS (Composing Learning for Artificial Cognitive Systems) project plays an important role in this year's theme and we will pay particular attention to topics such as reinforcement learning, scalability, deep learning, natural language processing, stochastic optimisation and bandits. A selection of example applications include, but are not limited to, robot-control, banner advertisement selection, news story selection, targeted email, and recommender systems.

Visit the workshop website.

Videos

Keynote Talks

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39:57

Think Big - The Impact of Big Data on Science and Society

Nello Cristianini

Oct 29, 2014

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10 views

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54:04

Decision Jungles

Antonio Criminisi

Oct 29, 2014

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10 views

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41:12

Local Deep Kernel Learning for Efficient Non-linear SVM Prediction

Manik Varma

Oct 29, 2014

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12 views

Big Data Tutorial

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38:22

Big Data

Blaž Fortuna

Oct 29, 2014

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8 views

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43:27

Big data

Marko Grobelnik

Oct 29, 2014

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8 views

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40:27

Big data

Dunja Mladenić

Oct 29, 2014

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12 views

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16:38

Big data

Marko Grobelnik

Oct 29, 2014

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7 views

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32:00

Big data

Peter Globokar

Oct 29, 2014

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11 views

Lectures

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30:17

Multi-agent quadrotor Path Integral Control

Sep Thijssen,

Andrew Symington

Oct 29, 2014

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13 views

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26:52

New Concentration Bounds and their Application in Finite-Time Analysis of Bayesi...

Long Tran-Thanh

Oct 29, 2014

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10 views

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19:52

Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic...

Vicenc Gómez

Oct 29, 2014

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13 views

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32:09

SPHERE - a Sensor Platform for Healthcare in a Residential Environment

Tom Diethe

Oct 29, 2014

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9 views

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27:01

Efficient Minimax Strategies for Square Loss Games

Wouter M. Koolen

Oct 29, 2014

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8 views

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22:39

Fast gradient descent for drifting least squares regression with applications to...

Prashanth. L.A.

Oct 29, 2014

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9 views

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22:34

Learning Reward Functions for Efficient Robot Learning using Bayesian Optimizati...

Christian Daniel

Oct 29, 2014

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9 views

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20:13

Retrieval of Experiments by Efficient Comparison of Marginal Likelihoods

Sohan Seth

Oct 29, 2014

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8 views

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35:20

Nonparametric learning of a continuous time stochastic process

Andreas Ruttor

Oct 29, 2014

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13 views

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25:43

Online combinatorial optimization with stochastic decision sets and adversarial ...

Gergely Neu

Oct 29, 2014

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10 views

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26:41

Large scale data integration in the context of biomedical datasets

Colin Campbell

Oct 29, 2014

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12 views

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22:03

Selecting Near-Optimal Approximate State Representations in Reinforcement Learni...

Ronald Ortner

Oct 29, 2014

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11 views

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21:23

Semantic Fact Extraction from Real-Time News Streams

Maja Škrjanc

Oct 29, 2014

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12 views

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30:13

Learning Modular Control Policies

Gerhard Neumann

Oct 29, 2014

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17 views

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32:21

Adaptation in Online Learning

Yevgeny Seldin

Oct 29, 2014

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10 views