A few research topics currently investigated in my group:

  • Algorithms for two-layers neural networks (with Song Mei, Marco Mondelli and Phan-Minh Nguyen)

  • Optimal loss function in high-dimensional statistics (with Michael Celentano and Ahmed El Alaoui)

  • Statistics with missing and corrupted data (with Kabir Chandrasheker)

  • Computational barriers in statistical estimation

Funding for these projects came from NSF, AFOSR, ONR Agilent, Google, Cisco