LabCompass

Michael W. Trosset

Computer Science · Indiana University

OpenAlex
Advanced Multi-Objective Optimization AlgorithmsAdvanced Optimization Algorithms ResearchDementia and Cognitive Impairment ResearchProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods

Publications

111

Citations

4,198

Est. group size

—

Recurring co-author estimate

Active years

40

Publishing since 1987

Research summary
AI-generated

Michael W. Trosset works at the intersection of statistics and computer science, developing mathematical methods for analyzing complex data such as networks (graphs) and high-dimensional measurements. Much of his work focuses on techniques that represent data as points in geometric spaces (embeddings) and on drawing reliable statistical conclusions from these representations. He also contributes to optimization methods used to fit and estimate statistical models.

Graph and network embeddingsDimensionality reduction and manifold learningStatistical inference on networksOptimization algorithms for estimationMultidimensional scaling

Publication activity has been steady over the last decade at roughly two to three papers per year, with an uptick in the most recent years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.8/year recently
2017: 4 publications17182019: 2 publications192020: 4 publications20212022: 2 publications222023: 2 publications232024: 3 publications242025: 2 publications252026: 5 publications526
Recent publications
Publishes in
  • arXiv (Cornell University)×12
  • Journal of Computational and Graphical Statistics×4
  • Figshare×4
  • ACM Transactions on Mathematical Software×1
  • IEEE/ACM Transactions on Computational Biology and Bioinformatics×1

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 11, 2026.

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