70 citations · 80 across the 4 of their papers we have counts for
4 papers
Towards Emotional Support Dialog Systems
Siyang Liu, Chujie Zheng, Orianna Demasi +5
Emotional support is a crucial ability for many conversation scenarios, including social interactions, mental health support, and customer service chats. Following reasonable proce…
An example of how false conclusions could be made with personalized health tracking and suggestions for avoiding similar situations
Orianna DeMasi, Benjamin Recht
Personalizing interventions and treatments is a necessity for optimal medical care. Recent advances in computing, such as personal electronic devices, have made it easier than ever…
Meaningless comparisons lead to false optimism in medical machine learning
Orianna DeMasi, Konrad Kording, Benjamin Recht
A new trend in medicine is the use of algorithms to analyze big datasets, e.g. using everything your phone measures about you for diagnostics or monitoring. However, these algorith…
Dimension Reduction Using Rule Ensemble Machine Learning Methods: A Numerical Study of Three Ensemble Methods
Orianna DeMasi, Juan Meza, David H. Bailey
Ensemble methods for supervised machine learning have become popular due to their ability to accurately predict class labels with groups of simple, lightweight "base learners." Whi…