Fabio Ferreira

4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

ICLR (3) ICML (1)

Top co-authors

Frank Hutter (4) Josif Grabocka (2) Hadi Jomaa (1) Sebastian Pineda Arango (1) Ivo Rapant (1) Arlind Kadra (1) Thomas Nierhoff (1) Lars Schmidt-Thieme (1) Jörg K.H. Franke (1) Ekrem Öztürk (1)

Keywords

zero-shot learning (1) transfer learning (1) hyperparameter optimization (1) pretrained model (1) automated machine learning (1)

Papers

Beyond Random Augmentations: Pretraining with Hard Views ICLR 2025

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How ICLR 2024

Learning Synthetic Environments and Reward Networks for Reinforcement Learning ICLR 2022

Zero-shot AutoML with Pretrained Models ICML 2022