Ramtin Pedarsani

List of Publications for Evaluation

  1. “Coded Computation over Heterogeneous Clusters," A. Reisizadeh, S. Prakash, R. Pedarsani, S. Avestimehr. IEEE Transactions on Informational Theory, Vol. 65, No. 7, July 2019, pp. 4227-4242. Link
  2. “FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization”, A. Reisizadeh, A. Mokhtari, H. Hassani, A. Jadbabaie, R. Pedarsani. 2020 Twenty Third International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 108:2021- 2031, September. Link

  3. “Robust and Communication-Efficient Collaborative Learning”, A. Reisizadeh, H. Taheri, A. Mokhtari, H. Hassani, R. Pedarsani. 2019 Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Vancouver, Canada. Link

  4. “Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions” H. Taheri, R. Pedarsani, C. Thrampoulidis. Twenty Fourth International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 130:2773- 2781, April. Link

  5. “Robust Classification Under ℓ0 Attack for the Gaussian Mixture Model”, P. Delgosha, H. Hassani, R. Pedarsani. Submitted to 34th Annual Conference on Learning Theory (COLT). Link

  6. “Routing for Traffic Networks with Mixed Autonomy”, D. Lazar, S. Coogan, and R. Pedarsani. IEEE Transactions on Automatic Control, Early Access, DOI: 10.1109/TAC.2020.3020059. Link

  7. “Learning How to Dynamically Route Autonomous Vehicles on Shared Roads", D. Lazar, E. Biyik, D. Sadigh, and R. Pedarsani. Submitted to Transportation Research Part C: Emerging Technologies. Link