Segui
Rajkumar Ramamurthy
Titolo
Citata da
Citata da
Anno
Informed Machine Learning--A Taxonomy and Survey of Integrating Knowledge into Learning Systems
L von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
arXiv preprint arXiv:1903.12394, 2019
1462019
Towards Automated Auditing with Machine Learning
R Sifa, A Ladi, M Pielka, R Ramamurthy, L Hillebrand, B Kirsch, D Biesner, ...
Proceedings of the ACM Symposium on Document Engineering 2019, 1-4, 2019
122019
Leveraging Domain Knowledge for Reinforcement Learning using MMC architectures
R Ramamurthy, C Bauckhage, R Sifa, J Schücker, S Wrobel
International Conference on Artificial Neural Networks, 595-607, 2019
112019
Using Echo State Networks for Cryptography
R Ramamurthy, C Bauckhage, K Buza, S Wrobel
International Conference on Artificial Neural Networks, 663-671, 2017
112017
Towards Contradiction Detection in German: a translation-driven approach
R Sifa, M Pielka, R Ramamurthy, A Ladi, L Hillebrand, C Bauckhage
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2497-2505, 2019
102019
Echo State Networks for Named Entity Recognition
R Ramamurthy, R Stenzel, R Sifa, A Ladi, C Bauckhage
International Conference on Artificial Neural Networks, 110-120, 2019
102019
Matrix-and Tensor Factorization for Game Content Recommendation
R Sifa, R Yawar, R Ramamurthy, C Bauckhage, K Kersting
KI-Künstliche Intelligenz 34 (1), 57-67, 2020
92020
Tackling contradiction detection in german using machine translation and end-to-end recurrent neural networks
M Pielka, R Sifa, LP Hillebrand, D Biesner, R Ramamurthy, A Ladi, ...
2020 25th International Conference on Pattern Recognition (ICPR), 6696-6701, 2021
42021
Hopfield Networks for Vector Quantization
C Bauckhage, R Ramamurthy, R Sifa
International Conference on Artificial Neural Networks, 192-203, 2020
42020
Policy learning using SPSA
R Ramamurthy, C Bauckhage, R Sifa, S Wrobel
International Conference on Artificial Neural Networks, 3-12, 2018
42018
Supervised autoencoder variants for end to end anomaly detection
M Lübbering, M Gebauer, R Ramamurthy, R Sifa, C Bauckhage
International Conference on Pattern Recognition, 566-581, 2021
32021
From imbalanced classification to supervised outlier detection problems: adversarially trained auto encoders
M Lübbering, R Ramamurthy, M Gebauer, T Bell, R Sifa, C Bauckhage
International Conference on Artificial Neural Networks, 27-38, 2020
32020
Novelty-guided Reinforcement Learning via Encoded Behaviors
R Ramamurthy, R Sifa, M Lübbering, C Bauckhage
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
22020
Anonymization of german financial documents using neural network-based language models with contextual word representations
D Biesner, R Ramamurthy, R Stenzel, M Lübbering, L Hillebrand, A Ladi, ...
International Journal of Data Science and Analytics 13 (2), 151-161, 2022
12022
Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis
M Lübbering, M Pielka, K Das, M Gebauer, R Ramamurthy, C Bauckhage, ...
ESANN, 2021
12021
Utilizing representation learning for robust text classification under datasetshift
M Lübbering, M Gebauer, R Ramamurthy, M Pielka, C Bauckhage, R Sifa
Proceedings of the Conference “Lernen, Wissen, Daten, Analysen”, CEUR …, 2021
12021
Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents
M Pielka, R Ramamurthy, A Ladi, E Brito, C Chapman, P Mayer, R Sifa
Proceedings of the 1st Joint Workshop on Financial Narrative Processing and …, 2020
12020
NLPGym--A toolkit for evaluating RL agents on Natural Language Processing Tasks
R Ramamurthy, R Sifa, C Bauckhage
arXiv preprint arXiv:2011.08272, 2020
12020
Leveraging Contextual Text Representations for Anonymizing German Financial Documents
D Biesner, R Ramamurthy, M Lübbering, B Fürst, H Ismail, L Hillebrand, ...
Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2020
12020
A Community Detection based approach for Exploring Patterns in Player Reviews
M Pielka, R Sifa, R Ramamurthy, C Ojeda, C Bauckhage
Proceedings of SAI Intelligent Systems Conference, 553-565, 2019
12019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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