Research
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Maximizing Recall for Fixed Precision Thresholds (Bachelor's thesis)
Sunita Sarawagi, IIT Bombay
In many classification problems like node labelling in Social networks, a core hurdle to any prediction effort is that for many samples there is insufficient evidence for inferring a label, resulting in low overall accuracy. We propose that instead of providing high accuracy over all samples, we make those predictions which will be correct with high probability. ... -
Applying neural networks
Brian Guenter, MSR Redmond
I developed a proprietary application specific neural network framework for an undisclosed use case. ...