Melody Y. Guan
OpenAI (United States)(US)Stanford University(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Surgical Simulation and Training, Anatomy and Medical Technology, Natural Language Processing Techniques, Reinforcement Learning in Robotics
Most-Cited Works
- Efficient Neural Architecture Search via Parameters Sharing(2018)
- → Efficient Neural Architecture Search via Parameter Sharing(2018)630 cited
- → To Trust Or Not To Trust A Classifier(2018)185 cited
- → Making AI Forget You: Data Deletion in Machine Learning(2019)71 cited
- → Analyzing Surgical Technique in Diverse Open Surgical Videos With Multitask Machine Learning(2023)33 cited
- → Who Said What: Modeling Individual Labelers Improves Classification(2018)26 cited
- Faster Discovery of Neural Architectures by Searching for Paths in a Large Model(2018)
- → Using Computer Vision to Automate Hand Detection and Tracking of Surgeon\n Movements in Videos of Open Surgery(2020)14 cited
- → Nonparametric Stochastic Contextual Bandits(2018)13 cited