Deep Learning

• Learning long term dependencies via Fourier recurrent units (pdf, arXiv)
  J. Zhang, Y. Lin, Z. Song, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 5810–5818, July 2018.
• Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization (pdf, arXiv)
  J. Zhang, Q. Lei, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 5801–5809, July 2018.
• Recovery Guarantees for One-hidden-layer Neural Networks (pdf, arXiv)
  K. Zhong, Z. Song, P. Jain, P. Bartlett, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 4140-4149, August 2017. (Oral)