1 citations · 3 across the 3 of their papers we have counts for
4 papers
Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge
Miao Zhang, Salman Rahman, Vishwali Mhasawade +1
New data sources, and artificial intelligence (AI) methods to extract information from them are becoming plentiful, and relevant to decision making in many societal applications. A…
Common-Sense Bias Modeling for Classification Tasks
Miao Zhang, Zee fryer, Ben Colman +2
Machine learning model bias can arise from dataset composition: correlated sensitive features can distort the downstream classification model's decision boundary and lead to perfor…
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery
Miao Zhang, Rumi Chunara
Satellite imagery is being leveraged for many societally critical tasks across climate, economics, and public health. Yet, because of heterogeneity in landscapes (e.g. how a road l…
Human and Machine Speaker Recognition Based on Short Trivial Events
Miao Zhang, Xiaofei Kang, Yanqing Wang +4
Trivial events are ubiquitous in human to human conversations, e.g., cough, laugh and sniff. Compared to regular speech, these trivial events are usually short and unclear, thus ge…