Sandhya Prabhakaran

According to our database, Sandhya Prabhakaran authored at least 14 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Mistic: An open-source multiplexed image t-SNE viewer.

Sandhya Prabhakaran, Chandler Gatenbee, Mark Robertson-Tessi, Jeffrey West, Amer A. Beg, Jhanelle Gray, Scott Antonia, Robert A. Gatenby, Alexander R. A. Anderson

Patterns, 2022

Developing tools for analyzing and viewing multiplexed images.

Sandhya Prabhakaran, Chandler Gatenbee, Alexander R. A. Anderson

Patterns, 2022

2019

Selected Papers from the Workshop on Computational Biology: Joint with the International Joint Conference on Artificial Intelligence and the International Conference on Machine Learning, 2018.

Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Wajdi Dhifli, Elham Azizi, Sandhya Prabhakaran, Wesley Tansey

J. Comput. Biol., 2019

A Nonparametric Multi-view Model for Estimating Cell Type-Specific Gene Regulatory Networks.

Cassandra Burdziak, Elham Azizi, Sandhya Prabhakaran, Dana Pe'er

CoRR, 2019

Bayesian Clustering for HIV1 Protease Inhibitor Contact Maps.

Sandhya Prabhakaran, Julia E. Vogt

Proceedings of the Artificial Intelligence in Medicine, 2019

2016

Dirichlet Process Mixture Model for Correcting Technical Variation in Single-Cell Gene Expression Data.

Sandhya Prabhakaran, Elham Azizi, Ambrose J. Carr, Dana Pe'er

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Probabilistic clustering of time-evolving distance data.

Julia E. Vogt, Marius Kloft, Stefan Stark, Sudhir Raman, Sandhya Prabhakaran, Volker Roth, Gunnar Rätsch

Mach. Learn., 2015

2014

HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model.

Sandhya Prabhakaran, Mélanie Rey, Osvaldo Zagordi, Niko Beerenwinkel, Volker Roth

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

2013

Structure Preserving Embedding of Dissimilarity Data.

Volker Roth, Thomas J. Fuchs, Julia E. Vogt, Sandhya Prabhakaran, Joachim M. Buhmann

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

Recovering networks from distance data.

Sandhya Prabhakaran, David Adametz, Karin J. Metzner, Alexander Böhm, Volker Roth

Mach. Learn., 2013

Probabilistic Inference of Viral Quasispecies Subject to Recombination.

Armin Töpfer, Osvaldo Zagordi, Sandhya Prabhakaran, Volker Roth, Eran Halperin, Niko Beerenwinkel

J. Comput. Biol., 2013

2012

Recovering Networks from Distance Data.

Sandhya Prabhakaran, Karin J. Metzner, Alexander Böhm, Volker Roth

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Automatic Model Selection in Archetype Analysis.

Sandhya Prabhakaran, Sudhir Raman, Julia E. Vogt, Volker Roth

Proceedings of the Pattern Recognition, 2012

2010

The Translation-invariant Wishart-Dirichlet Process for Clustering Distance Data.

Julia E. Vogt, Sandhya Prabhakaran, Thomas J. Fuchs, Volker Roth

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010