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What is the MLDG?

It is an informal group for discussing the latest work in the field of Machine Learning. We usually discuss a paper from a recent conference(NIPS,ICML..) each meeting.

When and where do we meet?

This Fall we will meet every Wednesday@4:30pm in 5126 Upson.

Papers Read

- Fall 2011

Date

Topic

Paper

Discussion Leader

9/21

Graphical Models

Minimum Probability Flow Learning

Nikos

9/14

Submodularity

Submodular meets Spectral

Karthik

9/7

Deep-Learning, Graphical Models

Sum-Product Networks: A New Deep Architecture

Karthik

- Spring 2011

Date

Topic

Paper

Discussion Leader

4/29, 5/6, 5/13

Variational Methods

Tutorial on Variational Approximation Methods

Nikos

4/22

Deep Learning

Deep Boltzman Machines

Ainur

4/15

Deep Learning

Multimodal Deep Learning

Akram

4/8

Deep Learning

Fast Learning Alg. for Deep Belief Nets

Akram

4/1

Semi-Supervised Learning

Optimal Reverse Prediction

Nikos

3/11

Game Theory and Learning

Game-Theoretic Approach to Apprenticeship Learning

Ruben

3/4

Game Theory and Learning

Game Theory, On-line Prediction and Boosting

Karthik

2/25

Multi-Task Learning

Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity

Bishan

- Fall 2010

Date

Topic

Paper

Discussion Leader

11/12

Vision

A Neuromorphic Approach to Computer Vision

Jason

11/5

Metric Learning

Metric Learning to Rank

Karthik

10/29

Clustering

Mining Clustering Dimensions

Ruben

Who attends the MLDG?

The group is mainly attended by graduate students. The senior organizers are Nikos, Ainur and Ruben Sipos. Suggestions for topics or papers to discuss are always welcome.

Mailing List

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Latest News

  • Anshumali, Hema and Abhishek all had papers accepted at NIPS.
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