Michael Kamp
TitleCited byYear
Issues in complex event processing: Status and prospects in the Big Data era
I Flouris, N Giatrakos, A Deligiannakis, M Garofalakis, M Kamp, M Mock
Journal of Systems and Software 127, 217-236, 2017
632017
Efficient Decentralized Deep Learning by Dynamic Model Averaging
M Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S Wrobel
Joint European Conference on Machine Learning and Principles and Practice of …, 2018
312018
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization
M Kamp, M Boley, D Keren, A Schuster, I Sharfman
European Conference on Machine Learning and Principles and Practice of …, 2014
292014
Privacy-preserving mobility monitoring using sketches of stationary sensor readings
M Kamp, C Kopp, M Mock, M Boley, M May
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
152013
Effective Parallelisation for Machine Learning
M Kamp, M Boley, O Missura, T Gärtner
Advances in Neural Information Processing Systems, 6459-6470, 2017
62017
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations.
M Boley, M Kamp, D Keren, A Schuster, I Sharfman
First Internation Workshop on Big Dynamic Distributed Data (BD3) at the …, 2013
62013
STONES: Stochastic Technique for Generating Songs
M Kamp, A Manea
Workshop on Constructive Machine Learning (CML) at the Neural Information …, 2013
5*2013
Adaptive Communication Bounds for Distributed Online Learning
M Kamp, M Boley, M Mock, D Keren, A Schuster, I Sharfman
Proceedings of the 7th NIPS Workshop on Optimization for Machine Learning, 2014
4*2014
Communication-Efficient Distributed Online Learning with Kernels
M Kamp, S Bothe, M Boley, M Mock
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
32016
Ligand-based virtual screening with co-regularised support vector regression
K Ullrich, M Kamp, T Gärtner, M Vogt, S Wrobel
2016 IEEE 16th international conference on data mining workshops (ICDMW …, 2016
22016
Co-regularised support vector regression
K Ullrich, M Kamp, T Gärtner, M Vogt, S Wrobel
European Conference on Machine Learning and Principles and Practice of …, 2017
12017
Parallelizing Randomized Convex Optimization
M Kamp, M Boley, T Gärtner
Proceedings of the 8th NIPS Workshop on Optimization for Machine Learning, 2015
12015
Beating human analysts in nowcasting corporate earnings by using publicly available stock price and correlation features
M Kamp, M Boley, T Gärtner
Proceedings of the 2014 SIAM International Conference on Data Mining, 641-649, 2014
12014
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features
TG Michael Kamp, Mario Boley
13th IEEE International Conference on Data Mining Workshops, 384--390, 2013
1*2013
Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks
H Petzka, L Adilova, M Kamp, C Sminchisescu
arXiv preprint arXiv:2001.00939, 2020
2020
Information-Theoretic Perspective of Federated Learning
L Adilova, J Rosenzweig, M Kamp
NeurIPS 2019 Workshop on Information Theory and Machine Learning, 2019
2019
System Misuse Detection via Informed Behavior Clustering and Modeling
L Adilova, L Natious, S Chen, O Thonnard, M Kamp
2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019
2019
ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers
A Monreale, C Alzate, M Kamp, Y Krishnamurthy, D Paurat, ...
Springer, 2019
2019
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks
H Petzka, L Adilova, M Kamp, C Sminchisescu
Science meets Engineering of Deep Learning workshop at NeurIPS, 2019
2019
Black-Box Parallelization for Machine Learning
M Kamp
Rheinische Friedrich-Wilhelms-Universität Bonn, 2019
2019
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