Travis Manderson

Can Hyperparameter Tuning Improve the Performance of a Super Learner?

Jenna Wong, Travis Manderson, Michał Abrahamowicz et al. · Epidemiology · 2019 · 62 citations · Full text

Computing, Computer Science, Health Informatics +17

Vision-Based Autonomous Underwater Swimming in Dense Coral for Combined Collision Avoidance and Target Selection

Travis Manderson, Juan Camilo Gamboa Higuera, Ran Cheng et al. · 2018 · 45 citations

Engineering, Autonomous Systems, Computer Science +17

Robotic Coral Reef Health Assessment Using Automated Image Analysis

Travis Manderson, Jimmy Li, Natasha K. Dudek et al. · Journal of Field Robotics · 2016 · 26 citations

Computing, Autonomous Systems, Computer Science +17

Synthetically Trained 3D Visual Tracker of Underwater Vehicles

Karim Koreitem, Jimmy Li, Ian Karp et al. · 2018 · 15 citations

Computing, Autonomous Systems, Computer Science +17

GPU-Assisted Learning on an Autonomous Marine Robot for Vision-Based Navigation and Image Understanding

Travis Manderson, Gregory Dudek · 2018 · 14 citations

Engineering, Autonomous Systems, Robotics Engineering +17