Research

• 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. ...