TML: Trustworthy Machine Learning
TML: Trustworthy Machine Learning
TML: In Trustworthy Machine Learning the students explore the space of trustworthy machine learning including requirements such as privacy, fairness, and robustness. The students will evaluate attacks and defenses in this space, and build a system to understand their interactions with each other.
Advisors
Description
In Trustworthy Machine Learning the students explore the space of trustworthy machine learning including requirements such as privacy, fairness, and robustness. The students will evaluate attacks and defenses in this space, and build a system to understand their interactions with each other.
Relevant Technologies
- Machine learning
- PyTorch
- TensorFlow
- Python
Prerequisite Knowledge
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Prior experience with machine learning and PyTorch/TensorFlow is highly recommended. You may need to read research papers or work with a large-scale software system.