13 citations · 24 across the 4 of their papers we have counts for
4 papers
Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces
Kamran Alipour, Aditya Lahiri, Ehsan Adeli +2
Despite their high accuracies, modern complex image classifiers cannot be trusted for sensitive tasks due to their unknown decision-making process and potential biases. Counterfact…
A Natural Language Query Interface for Searching Personal Information on Smartwatches
Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh +2
Currently, personal assistant systems, run on smartphones and use natural language interfaces. However, these systems rely mostly on the web for finding information. Mobile and wea…
The Lowell Database Research Self Assessment
Serge Abiteboul, Rakesh Agrawal, Phil Bernstein +26
A group of senior database researchers gathers every few years to assess the state of database research and to point out problem areas that deserve additional focus. This report su…
Exploring the Decision Forest: An Empirical Investigation of Occam's Razor in Decision Tree Induction
P. M. Murphy, M. J. Pazzani
We report on a series of experiments in which all decision trees consistent with the training data are constructed. These experiments were run to gain an understanding of the prope…