- David Santiago Velasco Moncada, Daniel Schneider, Ana Petrovska, Nishanth Laxman, Felix Möhrle, Stefan Rothbauer, Marc Zeller, Chee Hung Koo, Samira Safdari:
Dynamic Safety Certification for Collaborative Embedded Systems at Runtime. Model-Based Engineering of Collaborative Embedded Systems 2021: 171-196 - Felix Mohr, Gonzalo Mejía, Francisco Yuraszeck:
Single and Parallel Machine Scheduling with Variable Release Dates. CoRR abs/2103.01785 (2021) - Felix Mohr, Marcel Wever:
Naive Automated Machine Learning - A Late Baseline for AutoML. CoRR abs/2103.10496 (2021) - Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horváth
, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik
, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu:
A Field Guide to Federated Optimization. CoRR abs/2107.06917 (2021) - Eyke Hüllermeier, Felix Mohr, Alexander Tornede, Marcel Wever:
Automated Machine Learning, Bounded Rationality, and Rational Metareasoning. CoRR abs/2109.04744 (2021) - Tanja Tornede, Alexander Tornede, Jonas Hanselle, Marcel Wever, Felix Mohr, Eyke Hüllermeier:
Towards Green Automated Machine Learning: Status Quo and Future Directions. CoRR abs/2111.05850 (2021) - Felix Mohr, Jan N. van Rijn:
Fast and Informative Model Selection using Learning Curve Cross-Validation. CoRR abs/2111.13914 (2021) - Felix Mohr, Marcel Wever:
Naive Automated Machine Learning. CoRR abs/2111.14514 (2021) - 2020
- Felix G. Knorr
, Philipp T. Neukam
, Juliane H. Fröhner, Holger Mohr
, Michael N. Smolka
, Michael Marxen
:
A comparison of fMRI and behavioral models for predicting inter-temporal choices. NeuroImage 211: 116634 (2020) - Alexander Tornede, Marcel Wever, Stefan Werner, Felix Mohr, Eyke Hüllermeier:
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. ACML 2020: 737-752 - Marcel Wever
, Alexander Tornede, Felix Mohr, Eyke Hüllermeier:
LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification. IDA 2020: 561-573 - Tanja Tornede
, Alexander Tornede, Marcel Wever, Felix Mohr, Eyke Hüllermeier:
AutoML for Predictive Maintenance: One Tool to RUL Them All. IoT Streams/ITEM@PKDD/ECML 2020: 106-118 - Alexander Tornede, Marcel Wever, Stefan Werner, Felix Mohr, Eyke Hüllermeier:
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. CoRR abs/2007.02816 (2020) - 2019
- Felix Mohr, Marcel Wever
, Alexander Tornede, Eyke Hüllermeier:
From Automated to On-The-Fly Machine Learning. GI-Jahrestagung 2019: 273-274 - Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett
, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. CoRR abs/1912.04977 (2019) - 2018
- Felix Mohr, Marcel Wever
, Eyke Hüllermeier:
ML-Plan: Automated machine learning via hierarchical planning. Mach. Learn. 107(8-10): 1495-1515 (2018) - Felix Mohr, Marcel Wever
, Eyke Hüllermeier:
On-the-Fly Service Construction with Prototypes. SCC 2018: 225-232 - Felix Mohr, Marcel Wever
, Eyke Hüllermeier, Amin Faez:
(WIP) Towards the Automated Composition of Machine Learning Services. SCC 2018: 241-244 - Marcel Wever
, Felix Mohr, Eyke Hüllermeier:
Ensembles of evolved nested dichotomies for classification. GECCO 2018: 561-568 - Felix Mohr, Marcel Wever
, Eyke Hüllermeier:
Reduction Stumps for Multi-class Classification. IDA 2018: 225-237 - Felix Mohr, Marcel Wever, Eyke Hüllermeier:
Automated Machine Learning Service Composition. CoRR abs/1809.00486 (2018) - Marcel Wever, Felix Mohr, Eyke Hüllermeier:
Automated Multi-Label Classification based on ML-Plan. CoRR abs/1811.04060 (2018) - 2017
- Felix Mohr:
Towards automated service composition under quality constraints. Paderborn University, Germany, 2017 - Moritz Baier, Francisco M. Soares, Zhennan Zheng, Carsten Schmidt-Langhorst, Robert Elschner, Felix Frey, Marko Gruner, Johannes Karl Fischer, Colja Schubert, Martin Moehrle, Norbert Grote, Martin Schell:
112 Gb/s PDM-PAM4 Generation and 80 km Transmission Using a Novel Monolithically Integrated Dual-Polarization Electro-Absorption Modulator InP PIC. ECOC 2017: 1-3 - Felix Mohr, Theo Lettmann, Eyke Hüllermeier:
Planning with Independent Task Networks. KI 2017: 193-206 - 2016
- Felix Mohr:
Automated Software and Service Composition - A Survey and Evaluating Review. Springer Briefs in Computer Science, Springer 2016, ISBN 978-3-319-34167-5, pp. 1-104 - Felix Wolf, Christian H. Bischof, Alexandru Calotoiu, Torsten Hoefler, Christian Iwainsky, Grzegorz Kwasniewski, Bernd Mohr
, Sergei Shudler
, Alexandre Strube
, Andreas Vogel
, Gabriel Wittum:
Automatic Performance Modeling of HPC Applications. Software for Exascale Computing 2016: 445-465 - 2015
- Alexander Jungmann, Felix Mohr:
An approach towards adaptive service composition in markets of composed services. J. Internet Serv. Appl. 6(1): 5:1-5:18 (2015) - Felix Mohr, Alexander Jungmann, Hans Kleine Büning:
Automated Online Service Composition. SCC 2015: 57-64 - Felix Mohr:
A Metric for Functional Reusability of Services. ICSR 2015: 298-313