Joel Pfeiffer
YOU?
Author Swipe
View article: Causal Inference in the Presence of Interference in Sponsored Search Advertising
Causal Inference in the Presence of Interference in Sponsored Search Advertising Open
In classical causal inference, inferring cause-effect relations from data relies on the assumption that units are independent and identically distributed. This assumption is violated in settings where units are related through a network of…
View article: Modeling and Simultaneously Removing Bias via Adversarial Neural Networks
Modeling and Simultaneously Removing Bias via Adversarial Neural Networks Open
In real world systems, the predictions of deployed Machine Learned models affect the training data available to build subsequent models. This introduces a bias in the training data that needs to be addressed. Existing solutions to this pro…