Philip Thomas

3 papers University of Massachusetts Amherst

• Beyond Prediction: Managing the Repercussions of Machine Learning Applications
• Fair Continuous Resource Allocation with Equality of Impact
• Fair Representation Learning with Controllable High Confidence Guarantees via Adversarial Inference