Publications

This page provides an overview on my publications so far.

Thesis

• Exploitation of Stragglers in Hierarchical Coded Matrix Multiplication [Link]
  • Shahrzad Kianidehkordi
  • Master of Applied Science in Electrical and Computer Engineering, University of Toronto, Toronto, Canada, Sep. 2019.

Journals and Journal-Length Computer Science Paper:

• Differentially Private Federated Learning with Time-Adaptive Privacy Spending [Link]
  • Shahrzad Kianidehkordi, Nupur Kulkarni, Adam Dziedzic, Stark Draper, Franziska Boenisch
  • International Conference on Learning Representations (ICLR), Singapore, 2025.
• Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning [Link]
  • Shahrzad Kianidehkordi, Franziska Boenisch, Stark Draper
  • IEEE J. Selected Areas in Inf. Theory (JSAIT), Vol 5, pp. 442-463, Jun. 2024.
• Successive Approximated Coded Matrix Multiplication [Link]
  • Shahrzad Kianidehkordi and Stark Draper
  • IEEE J. Selected Areas in Inf. Theory (JSAIT), 3 (No. 2), pp. 286-305, Jun. 2022.
• Hierarchical Coded Matrix Multiplication [Link]
  • Shahrzad Kianidehkordi, Nuwan Ferdinand, and Stark Draper
  • IEEE Transactions on Information Theory (TIT), 67 (No. 2), pp. 726-754, Feb. 2021.
• Iterative Method for Simultaneous Sparse Approximation [Link]
  • Sahar Sadrizadeh, Shahrzad Kianidehkordi, Mahdi Boloursaz Mashhadi, and Farokh Marvasti
  • Scientia Iranica, Transaction D, Computer Science and Engineering and Electrical Engineering, 26 (No. 3), pp. 1601-1607, Jun. 2019.

Conference Papers and Letters

• Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning
  • Shahrzad Kianidehkordi, Franziska Boenisch, Stark Draper
  • IEEE International Symposium on Information Theory (ISIT), Athens, Greece, Jul. 2024.
• Successive Approximated Coded Matrix Multiplication [Link]
  • Shahrzad Kianidehkordi and Stark Draper
  • IEEE International Symposium on Information Theory (ISIT), pp. 838-843, Espoo, Finland, Jun. 2022.
• Hierarchical Coded Elastic Computing [Link]
  • Shahrzad Kianidehkordi, Tharindu Adikari, Stark Draper
  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4045-4049, Toronto, ON, Jun. 2021.
• Cuboid Partitioning for Hierarchical Coded Matrix Multiplication [Link], [Poster]
  • Shahrzad Kianidehkordi, Nuwan Ferdinand, Stark Draper
  • IEEE International Conference on Machine Learning (ICML), Workshop on Coded Machine Learning, Los Angeles, CA, Jun. 2019.
• Hierarchical Coded Matrix Multiplication [Link]
  • Shahrzad Kianidehkordi, Nuwan Ferdinand, and Stark Draper
  • IEEE Canadian Workshop Information Theory (CWIT), Hamilton, ON, Jun. 2019.
• Exploitation of Stragglers in Coded Computation [Link]
  • Shahrzad Kianidehkordi, Nuwan Ferdinand, and Stark Draper
  • IEEE International Symposium on Information Theory (ISIT), pp. 1988-1992, Vail, Colorado, Jun. 2018.
• Heart Rate Tracking Using Wrist-type Photoplethysmographic (PPG) Signals During Physical Exercise With Simultaneous Accelerometery [Link]
  • Mahdi Boloursaz Mashhadi, Ehsan Asadi, Mohsen Eskandari, Shahrzad Kianidehkordi, and Farokh Marvasti
  • IEEE Signal Processing Letters (SPL), 23 (No. 2), pp. 227-231, Feb. 2016.