Gesualdo Scutari

Full Professor, Purdue University

Joined

July 2019

Names

Gesualdo Scutari

Emails

****@purdue.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Full Professor

Purdue University (purdue.edu)

2021 – Present

Associate Professor

Purdue University (purdue.edu)

2015 – 2021

Assistant Professor

State University of New York, Buffalo (buffalo.edu)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Sergio Barbarossa

1999 – 2005

Expertise

Optimization

Present

Game Theory

Present

Publications

Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization
Ilya Kuruzov, Gesualdo Scutari, Alexander Gasnikov
- NeurIPS 2024 poster
- Readers: Everyone
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence
Marie Maros, Gesualdo Scutari
- NeurIPS 2023 poster
- Readers: Everyone
Acceleration in Distributed Sparse Regression
Marie Maros, Gesualdo Scutari
- Published: 31 Oct 2022, Last Modified: 12 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
DGD^2: A Linearly Convergent Distributed Algorithm For High-dimensional Statistical Recovery
Marie Maros, Gesualdo Scutari
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity
Dmitry Kovalev, Aleksandr Beznosikov, Ekaterina Dmitrievna Borodich, Alexander Gasnikov, Gesualdo Scutari
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case
Konstantinos Slavakis, Gaurav N. Shetty, Loris Cannelli, Gesualdo Scutari, Ukash Nakarmi, Leslie Ying
- 2022 (modified: 15 May 2022)
- IEEE Trans. Computational Imaging 2022
- Readers: Everyone
High-Dimensional Inference over Networks: Linear Convergence and Statistical Guarantees
Ying Sun, Marie Maros, Gesualdo Scutari, Guang Cheng
- 2022 (modified: 15 May 2022)
- CoRR 2022
- Readers: Everyone
Distributed Saddle-Point Problems Under Data Similarity
Aleksandr Beznosikov, Gesualdo Scutari, Alexander Rogozin, Alexander Gasnikov
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Distributed Saddle-Point Problems Under Data Similarity
Aleksandr Beznosikov, Gesualdo Scutari, Alexander Rogozin, Alexander Gasnikov
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Acceleration in Distributed Optimization Under Similarity
Ye Tian, Gesualdo Scutari, Tianyu Cao, Alexander V. Gasnikov
- 2021 (modified: 15 May 2022)
- CoRR 2021
- Readers: Everyone

View all 180 publications

Co-Authors

View all 88 co-authors