1. Subgradient Descent

   Thu 11 April 2013

2. Gradient Descent

   Wed 10 April 2013

3. Topic Models aren't hard

   Mon 21 January 2013

4. ADMM: parallelizing convex optimization

   Sun 24 June 2012

5. Stochastic Gradient Descent and Sparse $L_2$ regularization

   Thu 10 May 2012

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