Communication-Efficient Distributed Online Learning with Kernels. In: Frasconi, Paolo; Landwehr, Niels; Manco, Giuseppe; Vreeken, Jilles (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 805–819, Springer International Publishing, 2016.
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Category Archives: Publications
Communication-Efficient Distributed Online Learning with Kernels
Communication-Efficient Distributed Online Learning with Kernels. In: Frasconi, Paolo; Landwehr, Niels; Manco, Giuseppe; Vreeken, Jilles (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 805–819, Springer International Publishing, 2016.
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Issues in Complex Event Processing: Status and Prospects in the Big Data Era
Issues in Complex Event Processing: Status and Prospects in the Big Data Era. In: Journal of Systems and Software, 2017.
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Ligand-based virtual screening with co-regularised support Vector Regression
Ligand-based virtual screening with co-regularised support Vector Regression. In: 2016 IEEE 16th international conference on data mining workshops (ICDMW), pp. 261–268, IEEE 2016.
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Ligand-based virtual screening with co-regularised support Vector Regression
Ligand-based virtual screening with co-regularised support Vector Regression. In: 2016 IEEE 16th international conference on data mining workshops (ICDMW), pp. 261–268, IEEE 2016.
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Ligand-based virtual screening with co-regularised support Vector Regression
Ligand-based virtual screening with co-regularised support Vector Regression. In: 2016 IEEE 16th international conference on data mining workshops (ICDMW), pp. 261–268, IEEE 2016.
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Parallelizing Randomized Convex Optimization
Parallelizing Randomized Convex Optimization. Proceedings of the 8th NIPS Workshop on Optimization for Machine Learning, 2015.
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Parallelizing Randomized Convex Optimization
Parallelizing Randomized Convex Optimization. Proceedings of the 8th NIPS Workshop on Optimization for Machine Learning, 2015.
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Parallelizing Randomized Convex Optimization
Parallelizing Randomized Convex Optimization. Proceedings of the 8th NIPS Workshop on Optimization for Machine Learning, 2015.
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Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECMLPKDD), Springer 2014.
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Adaptive Communication Bounds for Distributed Online Learning
Adaptive Communication Bounds for Distributed Online Learning. Proceedings of the 7th NIPS Workshop on Optimization for Machine Learning, 2014.
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Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. In: Proceedings of the SIAM International Conference on Data Mining, pp. 641–649, SIAM 2014.
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Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. In: Proceedings of the SIAM International Conference on Data Mining, pp. 641–649, SIAM 2014.
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Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECMLPKDD), Springer 2014.
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Adaptive Communication Bounds for Distributed Online Learning
Adaptive Communication Bounds for Distributed Online Learning. Proceedings of the 7th NIPS Workshop on Optimization for Machine Learning, 2014.
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Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. In: Proceedings of the SIAM International Conference on Data Mining, pp. 641–649, SIAM 2014.
Continue reading
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECMLPKDD), Springer 2014.
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Adaptive Communication Bounds for Distributed Online Learning
Adaptive Communication Bounds for Distributed Online Learning. Proceedings of the 7th NIPS Workshop on Optimization for Machine Learning, 2014.
Continue reading
Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. In: Proceedings of the SIAM International Conference on Data Mining, pp. 641–649, SIAM 2014.
Continue reading
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features. 2013 IEEE 13th International Conference on Data Mining Workshops, IEEE 2013.
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Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.. First Internation Workshop on Big Dynamic Distributed Data (BD3) at the Internation Conference on Very Large Data Bases (VLDB), 2013.
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Privacy-preserving mobility monitoring using sketches of stationary sensor readings
Privacy-preserving mobility monitoring using sketches of stationary sensor readings. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 370–386, Springer 2013.
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STONES: Stochastic Technique for Generating Songs
STONES: Stochastic Technique for Generating Songs. Proceedings of the NIPS Workshop on Constructive Machine Learning (CML), 2013.
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Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features. 2013 IEEE 13th International Conference on Data Mining Workshops, IEEE 2013.
Continue reading
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.. First Internation Workshop on Big Dynamic Distributed Data (BD3) at the Internation Conference on Very Large Data Bases (VLDB), 2013.
Continue reading
Privacy-preserving mobility monitoring using sketches of stationary sensor readings
Privacy-preserving mobility monitoring using sketches of stationary sensor readings. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 370–386, Springer 2013.
Continue reading
STONES: Stochastic Technique for Generating Songs
STONES: Stochastic Technique for Generating Songs. Proceedings of the NIPS Workshop on Constructive Machine Learning (CML), 2013.
Continue reading
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features. 2013 IEEE 13th International Conference on Data Mining Workshops, IEEE 2013.
Continue reading
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.. First Internation Workshop on Big Dynamic Distributed Data (BD3) at the Internation Conference on Very Large Data Bases (VLDB), 2013.
Continue reading
Privacy-preserving mobility monitoring using sketches of stationary sensor readings
Privacy-preserving mobility monitoring using sketches of stationary sensor readings. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 370–386, Springer 2013.
Continue reading
STONES: Stochastic Technique for Generating Songs
STONES: Stochastic Technique for Generating Songs. Proceedings of the NIPS Workshop on Constructive Machine Learning (CML), 2013.
Continue reading