3 citations · 8 across the 4 of their papers we have counts for
4 papers
Counterfactual Explanations for Support Vector Machine Models
Sebastian Salazar, Samuel Denton, Ansaf Salleb-Aouissi
We tackle the problem of computing counterfactual explanations -- minimal changes to the features that flip an undesirable model prediction. We propose a solution to this question…
Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models
Adham Elarabawy, Harish Kamath, Samuel Denton
With the rise of large, publicly-available text-to-image diffusion models, text-guided real image editing has garnered much research attention recently. Existing methods tend to ei…
A Weighted Solution to SVM Actionability and Interpretability
Samuel Marc Denton, Ansaf Salleb-Aouissi
Research in machine learning has successfully developed algorithms to build accurate classification models. However, in many real-world applications, such as healthcare, customer s…
Down for Failure: Active Power Status Monitoring
Niloofar Bayat, Kunal Mahajan, Sam Denton +2
Despite society's strong dependence on electricity, power outages remain prevalent. Standard methods for directly measuring power availability are complex, often inaccurate, and ar…