Below is a list of the papers I have authored or co-authored.
Structure-Induced Information for Rerooting Levin Tree Search
Jake Tuero, Michael Buro, Laurent Orseau, and Levi Lelis
International Conference on Machine Learning (ICML), 2026.
[bibtex]
@inproceedings{tueroBOL26,
title = {Structure-Induced Information for Rerooting {L}evin Tree Search},
author = {Jake Tuero and Michael Buro and Laurent Orseau and Levi H. S. Lelis},
booktitle = {International Conference on Machine Learning},
year = {2026},
}Subgoal-Guided Policy Heuristic Search with Learned Subgoals
Jake Tuero, Michael Buro, and Levi Lelis
International Conference on Machine Learning (ICML), 2025.
[bibtex]
@inproceedings{tueroBL25,
title = {Subgoal-Guided Policy Heuristic Search with Learned Subgoals},
author = {Jake Tuero and Michael Buro and Levi H. S. Lelis},
booktitle = {International Conference on Machine Learning},
year = {2025},
}Performance Evaluation Metric for Statistical Learning Trading Strategies
Jiawei He, Roman N. Makarov, Jake Tuero, and Zilin Wang
Data Science in Finance and Economics, 2024
[bibtex]
@article{heMTW24,
title={Performance evaluation metric for statistical learning trading strategies},
author={He, Jiawei and Makarov, Roman N and Tuero, Jake and Wang, Zilin},
journal={Data Science in Finance and Economics},
volume={4},
number={4},
pages={570},
year={2024},
publisher={American Institute of Mathematical Sciences}
}Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions
Jake Tuero and Michael Buro
In the Proceedings of the Conference on Artificial Intelligence (AAAI), 2021.
[bibtex]
@inproceedings{tueroB21,
title = {Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions},
author = {Jake Tuero and Michael Buro},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2021},
}Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions
Angele Hamel, Chính Hoàng, and Jake Tuero
Graphs and Combinatorics, 2019
[bibtex]
@article{hamelHT2019,
title={Chromatic symmetric functions and H-free graphs},
author={Hamel, Angele M and Ho{\`a}ng, Ch{\'\i}nh T and Tuero, Jake E},
journal={Graphs and Combinatorics},
volume={35},
number={4},
pages={815--825},
year={2019},
publisher={Springer}
}