17 citations · 36 across the 9 of their papers we have counts for
3 papers · 1 filter
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering
Daniel Borrajo, Manuela Veloso, Sameena Shah
Many business applications involve adversarial relationships in which both sides adapt their strategies to optimize their opposing benefits. One of the key characteristics of these…
Debiasing classifiers: is reality at variance with expectation?
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl +5
We present an empirical study of debiasing methods for classifiers, showing that debiasers often fail in practice to generalize out-of-sample, and can in fact make fairness worse r…
Robust Document Representations using Latent Topics and Metadata
Natraj Raman, Armineh Nourbakhsh, Sameena Shah +1
Task specific fine-tuning of a pre-trained neural language model using a custom softmax output layer is the de facto approach of late when dealing with document classification prob…