Sotabase

Career

· SPG, Apple2019–
· Co-Founder and Board Member, drive.ai2015–2019
· CS PhD Student Dropout, Stanford University2011–2015
· Bachelors, Mechanical Engineering, University of Florida2007–2010

Publications (13)

Semantic Compositionality through Recursive Matrix-Vector Spaces
Conference on Empirical Methods in Natural Language Processing · 2012
1,412
cited
Deep learning with COTS HPC systems
International Conference on Machine Learning · 2013
746
cited
Convolutional-Recursive Deep Learning for 3D Object Classification
Neural Information Processing Systems · 2012
648
cited
An Empirical Evaluation of Deep Learning on Highway Driving
arXiv.org · 2015
621
cited
Reinforcement Learning for Long-Horizon Interactive LLM Agents
arXiv.org · 2025
36
cited
Deep learning for class-generic object detection
International Conference on Learning Representations · 2013
35
cited
Robust Autonomy Emerges from Self-Play
International Conference on Machine Learning · 2025
34
cited
Cut Your Losses in Large-Vocabulary Language Models
International Conference on Learning Representations · 2024
19
cited
Sotabase
Brody Huval | Researcher Profile | Sotabase | Sotabase