Robust and Generalizable Machine Learning through Generative Models,Adversarial Training, and Physics Priors
abstract: Machine learning has demonstrated great potential across a wide range of applications such as computer vision, robotics, speech recognition, drug discovery, material science, and physics simulation. Despite its current success, however, there are still two major challenges for machine lear...
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| Format: | Doctoral Thesis |
| Language: | English |
| Published: |
2019
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| Online Access: | http://hdl.handle.net/2286/R.I.54939 |