Publications
(1991).
(2011).
Speaker Detection Without Models.
Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005). 757-760.
(2005).
(2012).
(2010).
(2009).
(2008).
(2009).
(2008).
(2013).
(2014). Deformable Part Models are Convolutional Neural Networks.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 437-446.
(2015). Region-Based Convolutional Networks for Accurate Object Detection and Segmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 38(1), 142-158.
(2016). Alchemist: An Apache Spark <=> MPI Interface.
Concurrency and Computation: Practice and Experience (Special Issue of the Cray User Group, CUG 2018), e5026.
(2018). A multi-platform evaluation of the randomized CX low-rank matrix factorization in Spark.
Proceedings of the 5th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics.
(2016).
(2016). Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.
Proceedings of the 24th Annual SIGKDD. 293-301.
(2018).
(2014). Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms.
Proceedings of the 21st Annual SIGKDD.
(2015). Mining Large graphs.
Handbook of Big Data. 191-220.
(2016). The "Dresden Image Database" for Benchmarking Digital Image Forensics.
Proceedings of the 25th ACM Symposium on Applied Computing (ACM SAC 2010). 1584-1590.
(2010). Unexpected Artefacts in PRNU-Based Camera Identification: A "Dresden Image Database" Case-Study.
109-114.
(2012). Incentive Compatibility and Dynamics of Congestion Control.
ACM SIGMETRICS Performance Evaluation Review. 36(1), 95-106.
(2010). Minimizing Churn in Distributed Systems.
Proceedings of ACM Special Interest Group on Data Communications Conference (SIGCOMM 2006). 147-158.
(2006). Load Balancing in Dynamic Structured P2P Systems.
Proceedings of INFOCOMM.
(2004).