#— #layout: page #title: Research #—

• Recent research interests include:
  1. Interplay between physics and machine learning
  2. Theoretical aspects of deep neural networks
  3. Theoretical Physics with focus on high energy physics
• Selected publication:
  1. Measuring the Effects of Data Parallelism on Neural Network Training
  2. Deep Neural Networks as Gaussian Processes [ICLR 2018]
  3. The N=8 Superconformal Bootstrap in Three Dimensions [JHEP 2015]
  4. Algebra of Majorana Doubling [PRL 2013]

• Full publication list can be found in Google Scholar, arXiv

• Services:
  1. Reviewer for ICLR / ICML / NeurIPS
  2. Organizer for Aspen Winter Conference on Physics for Machine Learning