MIT PhD student

Cole Becker

I am a third-year PhD student at LIDS at MIT, where I am grateful to be advised by Pablo Parrilo and supported by the NSF GRFP fellowship. I also work with Asu Ozdaglar and Russ Tedrake.

My research interests are broadly in learning algorithms for generative modeling and dynamical measure transport. I am also interested in connections between sampling and optimization.

Before MIT, I was an undergraduate and master's student at Princeton University, where I was fortunate to work with Bartolomeo Stellato and Amir Ali Ahmadi.

Cole Becker

Recent Blog Posts

Higher-level writing on AI, research directions, and ideas in progress.

Recent Tutorials

Technical expository posts with math, figures, derivations, and implementation details.

Recent Paper Notes

Short summaries of papers, proof ideas, and questions worth returning to.

Example Paper Summary

A starter paper-note template with the sections Cole can reuse for reading notes.

  • paper-summary
  • sampling