Marcos Treviso

Assistant Professor at Instituto Superior Técnico, University of Lisbon.

I work on Machine Learning ∩ Natural Language Processing with interests in efficiency and explainability.

Publications

For an up-to-date list, please see my Google Scholar profile.

Some Projects

Linear-chain CRF in PyTorch

Reference implementation and tutorial.

Interactive demos of α-entmax.

arr-report-generator

Generate reports from ARR data.

Utilities for cluster exploration.

PyTorch Lecture (Tensor Puzzles)

With Sasha Rush — puzzles and notebooks.

triton-tutorial

Hands-on Triton kernels for efficiency.