Classification

publications

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A semi-supervised approach to growing classification trees

Sudarsun Santhiappan, Balaraman Ravindran,

In 8th ACM IKDD CODS and 26th COMAD.

https://doi.org/10.1145/3430984.3431009
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Aided Selection of Sampling Methods for Imbalanced Data Classification

Deep Sahni, Satya Jayadev Pappu, Nirav Bhatt,

In 8th ACM IKDD CODS and 26th COMAD.

https://doi.org/10.1145/3430984.3431029
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Inferring customer occupancy status in for-hire vehicles using PU Learning

Vaishnavi Muralidharan, Nandan Sudarsanam, Balaraman Ravindran,

In 8th ACM IKDD CODS and 26th COMAD.

https://doi.org/10.1145/3430984.3430996
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Is it hard to learn a classifier on this dataset?

Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran,

In 8th ACM IKDD CODS and 26th COMAD.

https://doi.org/10.1145/3430984.3430997
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Consistent plug-in classifiers for complex objectives and constraints

Shiv Kumar Tavker, Harish Guruprasad, Harikrishna Narasimhan,

Advances in Neural Information Processing Systems, 33

https://proceedings.neurips.cc//paper/2020/file/eab1bceaa6c5823d7ed86cfc7a8bd824-Paper.pdf