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Date

Topic

Paper

Discussion Leader

9/14

Submodularity

Submodular meets Spectral

Karthik

9/7

Deep-Learning, Graphical Models

Sum-Product Networks: A New Deep Architecture

TBD 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

...