Publications

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. Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2421-2425, 2018.

. Privacy-preserving tax calculations in smart cities by means of Inner-Product Functional Encryption. In: Proceedings of the 2nd IEEE Cyber Security In Networking Conference, 2018.

. Graph-based Clustering under Differential Privacy. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), 2018.

. Graph sketching-based Space-efficient Data Clustering. In: SIAM International Conference on Data Mining (SDM), pp. 10–18, 2018.

. WHODID: Web-Based Interface for Human-Assisted Factory Operations in Fault Detection, Identification and Diagnosis. In: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part III, pp. 437–441, 2017.

. Structured adaptive and random spinners for fast machine learning computations. In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA, pp. 1020–1029, 2017.

. Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations. In: Signal Processing, (130), pp. 389–402, 2017.

. Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series. In: IEEE Transactions on Signal Processing, (64), 16, pp. 4351-4362, https://doi.org/10.1109/TSP.2016.2566609, 2016.