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Mauricio Tec
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Real-time pandemic surveillance using hospital admissions and mobility data
SJ Fox, M Lachmann, M Tec, R Pasco, S Woody, Z Du, X Wang, TA Ingle, ...
Proceedings of the National Academy of Sciences 119 (7), e2111870119, 2022
372022
Adversarial Intrinsic Motivation for Reinforcement Learning
I Durugkar, M Tec, S Niekum, P Stone
NeurIPS 2021, 2021
342021
Evaluation of ride-sourcing search frictions and driver productivity: A spatial denoising approach
N Zuniga-Garcia, M Tec, JG Scott, N Ruiz-Juri, RB Machemehl
Transportation Research Part C: Emerging Technologies 110, 346-367, 2020
302020
Watch Where You’re Going! Gaze and Head Orientation as Predictors for Social Robot Navigation
B Holman, A Anwar, A Singh, M Tec, J Hart, P Stone
2021 International Conference on Robotics and Automation (ICRA), 2021
152021
Random clique covers for graphs with local density and global sparsity
SA Williamson, M Tec
Uncertainty in Artificial Intelligence, 228-238, 2020
122020
Weather2vec: Representation learning for causal inference with non-local confounding in air pollution and climate studies
M Tec, JG Scott, CM Zigler
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14504 …, 2023
82023
Towards a real-time, low-resource, end-to-end object detection pipeline for robot soccer
SK Narayanaswami, M Tec, I Durugkar, S Desai, B Masetty, S Narvekar, ...
Robot World Cup, 62-74, 2022
72022
Bayesian nonparametric adjustment of confounding
C Kim, M Tec, C Zigler
Biometrics 79 (4), 3252-3265, 2023
22023
A Comparative Tutorial of Bayesian Sequential Design and Reinforcement Learning
M Tec, Y Duan, P Müller
The American Statistician 77 (2), 223-233, 2023
22023
AdaptiveRejectionSampling.jl
M Tec
Software. Julia Package. https://github.com/mauriciogtec …, 2018
22018
E (n) Equivariant Topological Neural Networks
C Battiloro, E Karaismailoğlu, M Tec, G Dasoulas, M Audirac, F Dominici
arXiv preprint arXiv:2405.15429, 2024
12024
A Bayesian active learning platform for scalable combination drug screens
C Tosh, M Tec, J White, JF Quinn, G Ibanez Sanchez, P Calder, AL Kung, ...
bioRxiv, 2023.12. 18.572245, 2023
12023
Targeted active learning for probabilistic models
C Tosh, M Tec, W Tansey
arXiv preprint arXiv:2210.12122, 2022
12022
Optimizing Heat Alert Issuance for Public Health in the United States with Reinforcement Learning
EM Considine, RC Nethery, GA Wellenius, F Dominici, M Tec
arXiv preprint arXiv:2312.14196, 2023
2023
SpaCE: The Spatial Confounding Environment
M Tec, A Trisovic, M Audirac, S Woodward, JK Hu, N Khoshnevis, ...
ICLR 2024, 2023
2023
Causal Estimation of Exposure Shifts with Neural Networks
M Tec, O Mudele, K Josey, F Dominici
KDD 2024, 2023
2023
Spatial Applications of Markov Random Fields and Neural Networks for Spatio-temporal Denoising, Causal Inference and Reinforcement Learning
MBG Tec
University of Texas, 2022
2022
UT Austin Villa Team Description Paper
A Adekanmbi, S Agarwal, S Desai, I Durugkar, S Hatgiskessell, ...
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