On-line Learning (250)

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54:23

Why Robbie Can't Learn: The Difficulty of Learning in Autonomous Agents

Leslie Pack Kaelbling

Mar 20, 2014

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1995 views

Private
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32:46

What Makes People Click?

Nello Cristianini

Oct 25, 2013

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1764 views

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06:43

Welcome

David Silver

Nov 7, 2013

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2007 views

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16:53

Volumetric Ellipsoids: An exploration basis for learning

Zohar Karnin

Jul 15, 2014

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2133 views

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04:19

Vector-Valued Property Elicitation

Rafael M. Frongillo

Aug 20, 2015

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1783 views

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04:12

Variable Selection is Hard

Justin Thaler

Aug 20, 2015

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1881 views

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56:05

Using Machine Learning Powers for Good

Rayid Ghani

Nov 7, 2013

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3926 views

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19:44

Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiabil...

Moses Charikar

Jul 15, 2014

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2534 views

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15:54

Uniqueness of ordinal embedding

Matthäus Kleindessner

Jul 15, 2014

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2722 views

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15:58

Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and N...

Francesco Orabona

Jul 15, 2014

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2409 views

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07:01

Truthful Linear Regression

Rachel Cummings

Aug 20, 2015

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3295 views

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03:14

Trading off Mistakes and Don't-Know Predictions

Avrim Blum

Mar 25, 2011

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3524 views

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54:10

Tradeoffs in online learning under partial information feedback

Csaba Szepesvári

Jan 16, 2013

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2832 views

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14:50

Thompson Sampling for the Duelling Bandits Problem

Noel Welsh

May 28, 2013

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3327 views

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03:13

Thompson Sampling for Learning Parameterized Markov Decision Processes

Aditya Gopalan

Aug 20, 2015

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1729 views

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29:30

Thompson Sampling: a provably good Bayesian heuristic for bandit problems

Shipra Agrawal

Nov 7, 2013

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6357 views

Private
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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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06:24

The sample complexity of agnostic learning under deterministic labels

Ruth Urner

Jul 15, 2014

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3253 views

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05:27

The oracle Complexity of Smooth Convex Optimization in Nonstandard Settings

Cristóbal Guzmán

Aug 20, 2015

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1584 views

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36:11

The optimistic principle for online planning in Markov decision processes

Rémi Munos

May 28, 2013

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2645 views