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Språkvelger

Norsk

Cristiano Gratton

Cristiano Gratton

Department of Electronic Systems
Faculty of Information Technology and Electrical Engineering

cristiano.gratton@ntnu.no
Gløshaugen
Google Scholar
About Publications

About

Cristiano Gratton is Ph.D. candidate at the Department of Electronic Systems. He is a member of the Signal Processing Group. He received both B.Sc. and M.Sc. in mathematics from University of Udine (Italy) in 2014 and 2017, respectively. His supervisor is Professor Stefan Werner from the Department of Electronic Systems at NTNU and his co-supervisor is Reza Arablouei from the CSIRO's Data 61 in Pullenvale (Australia).

RESEARCH INTERESTS

  • Distributed optimization
  • Private data analysis

COURSES

     Spring 2018

  • TT8111 Signal and Estimation Theory
  • TT8001 Statistical Pattern Recognition

     Fall 2018

  • MA8704 Probability Theory and Asymptotic Techniques
  • NFUT0104 Norwegian for Foreigners, Level 1

     Spring 2019

  • TT8108 PhD Seminar in Signal Processing (Convex Optimization and beyond)
  • NFUT0207 Norwegian for Foreigners, Level 2

TEACHING ASSISTANT DUTIES 

     Fall 2018

  •  TTT4120 Digital Signal Processing

     Spring 2019

  • TTT4275 Estimation, Detection and Classification

     Fall 2019

  •  TTT4120 Digital Signal Processing

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2022

  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2022) Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Transactions on Information Forensics and Security. volum 17.
    Academic article

2021

  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Academic chapter/article
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2021) Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. 2021 29th European Signal Processing Conference (EUSIPCO).
    Academic chapter/article

2020

  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2020) Distributed Learning with Non-Smooth Objective Functions. 28th European Signal Processing Conference (EUSIPCO 2020).
    Academic chapter/article

2019

  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2019) Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Academic chapter/article

2018

  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2018) Distributed Ridge Regression with Feature Partitioning. 2018 52nd Asilomar Conference on Signals, Systems, and Computers.
    Academic chapter/article

Scientific articles

  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2022) Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Transactions on Information Forensics and Security. volum 17.
    Academic article

Part of book/report

  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Academic chapter/article
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2021) Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. 2021 29th European Signal Processing Conference (EUSIPCO).
    Academic chapter/article
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2020) Distributed Learning with Non-Smooth Objective Functions. 28th European Signal Processing Conference (EUSIPCO 2020).
    Academic chapter/article
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2019) Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Academic chapter/article
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2018) Distributed Ridge Regression with Feature Partitioning. 2018 52nd Asilomar Conference on Signals, Systems, and Computers.
    Academic chapter/article
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