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General

Research

Teaching

Staff

Me.jpg Email: yamuna.krishnamurthy At sign cs.tu-dortmund.de
Phone: 0231/755-8220
Room-No.: OH12 R4.011

About

I am a research associate and Ph. D student in the Artificial Intelligence Group at TU Dortmund since July 2012. Before that I received my MS in Mechanical Engineering (Machine Learning, Controls and Robotics) from Carnegie Mellon University in 2012 and an earlier MS in Computer Science (Distributed Computing) from Washington University in St. Louis in 2000.

Research Topics

  • Distributed Data Mining
  • Distributed Machine Learning
  • Probabilistic Graphical Models
  • Parallel and Distributed Computing

Conference and Workshop Organization

Projects

Publications

Garnett/Krishnamurthy/2012a Garnett, Roman and Krishnamurthy, Yamuna and Xiong, Xuehan and Schneider, Jeff and P Mann, Richard. Bayesian Optimal Active Search and Surveying. In J. Langrod and J. Pineau (editors), Proceedings of the 29th International Conference on Machine Learning (ICML 2012), pages 1239-1246, Madison, WI, USA, Omnipress, 2012. Arrow Symbol
Garnett/Krishnamurthy/2011a Garnett, Roman and Krishnamurthy, Yamuna and Donghan Wang and Schneider, Jeff and Mann, Richard P.. Bayesian Optimal Active Search on Graphs. In Ninth Workshop on Mining and Learning with Graphs (MLG 2011), KDD 2011, 2011. Arrow Symbol
Krishnamurthy/Pyarali/2004a Krishnamurthy, Yamuna and Pyarali, Irfan and Gill, Christopher D. and Mgeta, Louis and Zhang, Yuanfang and Torri, Stephen and Schmidt, Douglas C.. The Design and Implementation of Real-Time CORBA 2.0: Dynamic Scheduling in TAO. In IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2004), pages 121-129, Toronto, Canada, IEEE Computer Society, 2004. Arrow Symbol
Schantz/Loyall/2003a Schantz, Richard E. and Loyall, Joseph P. and Rodrigues, Craig and Schmidt, Douglas C. and Krishnamurthy, Yamuna and Pyarali, Irfan. Flexible and Adaptive QoS Control for Distributed Real-Time and Embedded Middleware. In Endler, Markus and Schmidt, Douglas C. (editors), Proceedings of Middleware 2003, 4th IFIP/ACM/USENIX International Conference on Middleware for Distributed Systems Platforms,, Vol. 2672, pages 374-393, Rio Di Janeiro, Brazil, Springer, 2003. Arrow Symbol
Karr/Rodrigues/2001a Karr, David A. and Rodrigues, Craig and Loyall, Joseph P. and Schantz, Richard E. and Krishnamurthy, Yamuna and Pyarali, Irfan and Schmidt, Douglas C.. Application of the QuO Quality-of-Service Framework to a Distributed Video Application. In Proceedings of the 3rd International Symposium on Distributed Objects and Applications (DOA 2001), Rome, Italy, 2001. Arrow Symbol
Krishnamurthy/Kachroo/2001a Krishnamurthy, Yamuna and Kachroo, Vishal and Karr, David A. and Rodrigues, Craig and Loyall, Joseph P. and Schantz, Richard E. and Schmidt, Douglas C.. Integration of QoS-Enabled Distributed Object Computing Middleware for Developing Next-Generation Distributed Application. In Hong, Seongsoo and Pande, Santosh (editors), Proceedings of the ACM SIGPLAN Workshop on Optimization of Middleware and Distributed Systems (OM 2001), pages 230-237, Snowbird, Utah, ACM, 2001. Arrow Symbol