Statistical Learning (164)

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04:30

Density-preserving quantization with application to graph downsampling

Morteza Alamgir

2014-07-15

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3200 Views

Lecture
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04:48

Learning with Perturbations via Gaussian Smoothing

Chansoo Lee

2014-07-15

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2975 Views

Lecture
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16:23

On the Complexity of A/B Testing

Emilie Kaufmann

2014-07-15

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2509 Views

Lecture
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14:56

An Inequality with Applications to Structured Sparsity and Multitask Dictionary ...

Andreas Maurer

2014-07-15

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2158 Views

Lecture
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06:15

Most Correlated Arms Identification

Sébastien Bubeck

2014-07-15

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3074 Views

Lecture
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06:24

The sample complexity of agnostic learning under deterministic labels

Ruth Urner

2014-07-15

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3249 Views

Lecture
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19:44

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

Moses Charikar

2014-07-15

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2527 Views

Lecture
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15:00

On the Consistency of Output Code Based Learning Algorithms for Multiclass Learn...

Harish G. Ramaswamy

2014-07-15

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2537 Views

Lecture
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20:54

Online Nonparametric Regression

Alexander Rakhlin

2014-07-15

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2508 Views

Lecture
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14:01

Multiarmed Bandits With Limited Expert Advice

Satyen Kale

2014-07-15

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2591 Views

Lecture
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17:06

Belief Propagation, Robust Reconstruction and Optimal Recovery of Block Models

Joe Neeman

2014-07-15

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2906 Views

Lecture
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05:51

Learning Sparsely Used Overcomplete Dictionaries

Prateek Jain

2014-07-15

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2938 Views

Lecture
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15:58

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

Francesco Orabona

2014-07-15

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2402 Views

Lecture
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14:25

Learning without Concentration

Shahar Mendelson

2014-07-15

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4979 Views

Lecture
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05:20

Sample Compression for Multi-label Concept Classes

Rahim Samei

2014-07-15

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2449 Views

Lecture
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13:44

The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussia...

Joseph Anderson

2014-07-15

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3406 Views

Lecture
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56:26

On the Computational and Statistical Interface and "BIG DATA"

Michael I. Jordan

2014-07-15

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19325 Views

Invited Talk
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15:40

Fast Matrix Completion Without the Condition Number

Mary Wootters

2014-07-15

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2689 Views

Lecture
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15:54

Uniqueness of ordinal embedding

Matthäus Kleindessner

2014-07-15

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2715 Views

Lecture
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15:16

Lower bounds on the performance of polynomial-time algorithms for sparse linear ...

Yuchen Zhang

2014-07-15

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3072 Views

Lecture