Papers


  1. Reza Babanezhad, et. al., "Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions.", UAI 2016. [pdf][Poster]
  2. Reza Babanezhad, et. al., "Stop Wasting My Gradients: Practical SVRG.", NIPS 2015. [pdf][Poster][Slides][code]
  3. Reza Babanezhad, et. al., "Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields", AISTATS 2015. [pdf][Poster][Slides][code]
  4. Reza Babanezhad, et. al., "Denormalization Middleware for Database-as-a-Service", SOCA 2013.
  5. Reza Babanezhad, et. al., "Process Pattern for Web Engineering", COMPSAC 2010.



Talks


  1. "Stop Wasting My Gradients: Practical SVRG" in ICCOP 2015 and WCOM 2015. [Slide]