Emilio Cantú

I’m interested in computers and machine learning. I did my undergrad in ECE at ITAM and my MS in Applied Stats at UMICH.

I try to write as I learn about CS, ML, and other topics.

Fuzzy matching professors to their reviews

lessons from a simple ML approach

Engression

exploring a lightweight approach to distributional regression

Distilling the Knowledge in a Neural Network

Revisiting and implementing part of the classical paper

pet projects

HorariosITAM: A schedule planner for ITAM undergrads with about 3k monthly users.
MyWolverine.Events: Event recommendations from UMICH (learning about recsys).
ML Katas: Share machine learning exercises and make it easy for LLMs to generate custom ones for you.

Some quick hacky ones:

moonwise: Sync and manage book highlights. See some of my favorite highlights.
Awesome Umich Orgs: Explore similar student orgs in embedding space.

preprints

E. Cantu-Cervini. Personalized Federated Learning via Stacking. [arxiv] [code]