Michael Kamp
Michael Kamp
CISPA Helmholtz Center for Information Security and Monash University
Verified email at cispa.de - Homepage
Title
Cited by
Cited by
Year
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
1012017
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
752018
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
362014
FedBN: Federated Learning on non-IID Features via Local Batch Normalization
X Li, M Jiang, X Zhang, M Kamp, Q Dou
International Conference on Learning Representations, 2021
222021
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
172013
Effective Parallelisation for Machine Learning
M Kamp, M Boley, O Missura, T Gärtner
Advances in Neural Information Processing Systems, 6459-6470, 2017
122017
Stones: Stochastic Technique for Generating Songs, Jan. 2013
M Kamp, A Manea
Fraunhofer Institute for Intelligent Analysis Information Systems, Germany …, 0
9
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
82016
STONES: Stochastic Technique for Generating Songs
M Kamp, A Manea
Workshop on Constructive Machine Learning (CML) at the Neural Information …, 2013
7*2013
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
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
52016
Black-Box Parallelization for Machine Learning
M Kamp
Rheinische Friedrich-Wilhelms-Universität Bonn, 2019
42019
HOPS: Probabilistic Subtree Mining for Small and Large Graphs
P Welke, F Seiffarth, M Kamp, S Wrobel
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
32020
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
32019
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
3*2014
Resource-Constrained On-Device Learning by Dynamic Averaging
L Heppe, M Kamp, L Adilova, D Heinrich, N Piatkowski, K Morik
Workshop on Parallel, Distributed, and Federated Learning (PDFL) at ECMLPKDD, 2020
22020
Relative Flatness and Generalization in the Interpolation Regime
H Petzka, M Kamp, L Adilova, M Boley, C Sminchisescu
arXiv preprint arXiv:2001.00939, 2020
2*2020
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
22019
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
22017
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
22014
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Articles 1–20