Music Research


Network Modulation Synthesis: New Algorithms for Generating Musical Audio Using Autoencoder Networks
Jeremy Hyrkas (forthcoming).
Accepted to ICMC 2021 (preprint and video abstract now available here).


MusicDB: A Platform for Longitudinal Music Analytics
Jeremy Hyrkas, Bill Howe
Accepted to ISMIR 2016


Computer Science Research


Scalable Clustering Algorithms for Continuous Environmental Flow Cytometry
Jeremy Hyrkas, Sophie Clayton, Francois Ribalet, Daniel Halperin, E. Virginia Armbrust, Bill Howe
Published In Bioinformatics 32 (2016)


Time-Varying Clusters in Large-Scale Flow Cytometry
Jeremy Hyrkas, Daniel Halperin, Bill Howe
Accepted to IAAI 2015


Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria
Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe
Accepted to IMDM@VLDB 2015


Compiled Plans for In-Memory Path-Counting Queries
Brandon Myers, Jeremy Hyrkas, Daniel Halperin, Bill Howe
Accepted to IMDM@VLDB 2013