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Date

Presenter

Topic(s)

Resources/Papers

Other activities/ comments

9 2/6/2013 7

Ruben Anshu

General ML

A Few Useful Things to Know about Machine Learning

 

Scalable Learning

Fast, Accurate Detection of 100,000 Object Classes on a Single Machine 9/13/2013

 

 

 

 

9/20/2013

Karthik

Active Learning, Crowdsourcing

Tutorial style discussion.
Focus on Pairwise Ranking Aggregation in a Crowdsourced Setting

Paul Bennett (AI Seminar)

2/14

Yun

Gaussian Process Latent Variable Models

TBA

 

2/21

Ian

9/27/2013

 

 

 

 

10 2/4/2013 28

Adith Ozan

Distributed Representations

Deep Learning

  Freeform discussion. 
The Parallel Distributed Processing Approach to Semantic Cognition

 

10 3/11/2013 7

  Tobias

  

Marginalized Denoising Autoencoders for Domain Adaptation

 

10 3/18/2013 14

Hema Karthik TBA

Interactive Machine Learning

TBA  

 

10 3/25/2013 21

Bishan Jason TBA

Generative Stochastic Networks

TBA  

 

11 3/1/2013 28

Ashesh

TBA

Ruben

practice talk (www'14)

Was This Review Helpful to You? It Depends! Context and Voting Patterns in Online Content TBA

 

4/11 /8/2013

Chenhao

TBA

Adith

Learning embeddings, Social Networks

DeepWalk: Online Learning of Social Representations TBA

 

11 4/15/2013 18

  Ashesh

 

 

 

11/22/2013

 

 

 

 

11/29/2013

Thanksgiving break

 

 

 

Proximal Algorithms

Theory, properties and applications (Notes)

Tutorial/Discussion style

4/25

Moontae

Stochastic Embedding

t-Stochastic Neighbor Embedding (Paper)

 

5/2

Vikram

Multiple-source cross-validation

Multiple-source cross-validation

12/6/2013