Amal Agarwal

I am a statistics and machine learning scientist. Currently I am a 4th year Graduate Research Assistant at Department of Statistics in Pennsylvania State University. I am working on several exciting research topics related to model based clustering of massive dynamic networks under the advisorship of Dr. Lingzhou Xue. Before coming to Pennstate, I graduated with Masters in Engineering Physics from Indian Institute of Technology Bombay, India.

My primary research interests include

  1. Large scale network analysis
  2. Statistical Machine Learning
  3. Variational Inference
  4. Stochastic Optimization
  5. Bayesian Analysis and MCMC algorithms
  6. Parallel Computing and Visualization

My collaborative research interests include

  1. Network Applications in Environmental Big Data
  2. Building Data Visualization tools using R Shiny and Leaflet

Research topics that I am currently exploring

  1. Statistical Applications of Bipartite networks in Business Analytics, Recommendation Systems, and Engineering
  2. Auto Machine Learning using Recurrent Neural Networks

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Education

  • Ph.D. 1995

    Ph.D. in Marketing

    Stanford University Graduate School of Business

  • Ph.D. 1995

    Ph.D. in Marketing

    Stanford University Graduate School of Business

  • Ph.D. 1995

    Ph.D. in Marketing

    Stanford University Graduate School of Business

Positions

  • Present2014

    General Atlantic Professor

    Stanford University, Graduate School of Business

  • 20142005

    Full Professor

    UCLA, Anderson Graduate School of Management

  • 20142005

    Full Professor

    UCLA, Anderson Graduate School of Management

  • 20142005

    Full Professor

    UCLA, Anderson Graduate School of Management

I always like to look on the optimistic side of life, but I am realistic enough to know that life is a complex matter.

My Awards

  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.
  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.
  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.
  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.
  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.
  • 2015
    Distinguished Scientific Achievement Award
    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed egestas dapibus lectus non dignissim. Pellentesque auctor ornare urna, volutpat condimentum quam porttitor at. Vestibulum tincidunt diam in eros aliquam luctus. Donec sagittis a purus a porttitor. Sed non feugiat enim. Donec eget metus erat. Vivamus sed consequat orci. Aenean commodo lectus sed purus auctor ullamcorper.