LabCompass

Gesualdo Scutari

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2002
Distributed Control Multi-Agent SystemsSparse and Compressive Sensing TechniquesAdvanced MIMO Systems OptimizationStochastic Gradient Optimization TechniquesCooperative Communication and Network Coding

Publications

220

Citations

10,203

Est. group size

—

Recurring co-author estimate

Active years

25

Publishing since 2002

Research summary
AI-generated

Gesualdo Scutari works on decentralized and distributed optimization, developing algorithms that let networks of computing agents (such as sensors or devices connected in a graph, with no central coordinator) jointly solve large optimization problems efficiently. His work combines theoretical convergence guarantees with applications such as sparse regression, matrix sensing, and signal/image reconstruction. Prospective students would engage with mathematical optimization theory, algorithm design, and analysis of convergence rates for multi-agent and networked systems.

Decentralized and distributed optimizationMulti-agent and networked systemsConvex and nonconvex optimization algorithmsSparse regression and statistical learningConvergence analysis and acceleration techniques

Publication output was relatively steady and high from 2017-2021 (12-18 per year) but has declined markedly since 2022, with only a handful of papers per year most recently.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 4.4/year recently
2017: 12 publications172018: 13 publications182019: 12 publications192020: 18 publications18202021: 16 publications212022: 8 publications222023: 5 publications232024: 1 publication242025: 5 publications252026: 3 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×42
  • IEEE Transactions on Automatic Control×5
  • IEEE Transactions on Signal Processing×4
  • Mathematical Programming×3
  • IEEE Transactions on Signal and Information Processing over Networks×2
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

Claim or correct this profile