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Rajkumar Ramamurthy
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Anno
Informed machine learning–a taxonomy and survey of integrating prior knowledge into learning systems
L Von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
IEEE Transactions on Knowledge and Data Engineering 35 (1), 614-633, 2021
5592021
Is reinforcement learning (not) for natural language processing?: Benchmarks, baselines, and building blocks for natural language policy optimization
R Ramamurthy, P Ammanabrolu, K Brantley, J Hessel, R Sifa, ...
International Conference on Learning Representations, 2023
110*2023
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
422019
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
262022
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
212019
Using Echo State Networks for Cryptography
R Ramamurthy, C Bauckhage, K Buza, S Wrobel
International Conference on Artificial Neural Networks, 663-671, 2017
182017
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
142021
ALiBERT: Improved Automated List Inspection (ALI) with BERT
R Ramamurthy, M Pielka, R Stenzel, C Bauckhage, R Sifa, TD Khameneh, ...
Proceedings of the 21st ACM Symposium on Document Engineering, 1-4, 2021
132021
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
132019
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
122019
Hopfield Networks for Vector Quantization
C Bauckhage, R Ramamurthy, R Sifa
International Conference on Artificial Neural Networks, 192-203, 2020
92020
Informed machine learning-a taxonomy and survey of integrating knowledge into learning systems (2020)
L Von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
arXiv preprint arXiv:1903.12394, 2020
92020
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
82020
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
82020
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
62021
Utilizing Representation Learning for Robust Text Classification Under Datasetshift.
M Lübbering, M Gebauer, R Ramamurthy, M Pielka, C Bauckhage, R Sifa
LWDA, 157-162, 2021
62021
Decoupling autoencoders for robust one-vs-rest classification
M Lübbering, M Gebauer, R Ramamurthy, C Bauckhage, R Sifa
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
52021
Policy learning using SPSA
R Ramamurthy, C Bauckhage, R Sifa, S Wrobel
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
52018
Bounding Open space Risk with Decoupling Autoencoders in Open Set Recognition
M Lübbering, M Gebauer, R Ramamurthy, C Bauckhage, R Sifa
International Journal of Data Science and Analytics, 1-23, 2022
42022
NLPGym--A toolkit for evaluating RL agents on Natural Language Processing Tasks
R Ramamurthy, R Sifa, C Bauckhage
arXiv preprint arXiv:2011.08272, 2020
42020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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