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Ramamurthy, Rajkumar
52  Ergebnisse:
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1

Practical Models for Sequential Decision Making in Natural ..:

Ramamurthy, Rajkumar , 2023
Link: https://nbn-resolving.de..
 
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2

From Open Set Recognition Towards Robust Multi-class Classi..:

, In: Lecture Notes in Computer Science; Artificial Neural Networks and Machine Learning – ICANN 2022,
Lübbering, Max ; Gebauer, Michael ; Ramamurthy, Rajkumar.. - p. 643-655 , 2022
Link: https://doi.org/10.1007/..
 
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3

Bounding open space risk with decoupling autoencoders in op..:

Lübbering, Max ; Gebauer, Michael ; Ramamurthy, Rajkumar..
International Journal of Data Science and Analytics.  14 (2022)  4 - p. 351-373 , 2022
Link: https://doi.org/10.1007/..
 
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4

Zero-Shot Text Matching for Automated Auditing using Senten..:

, In: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA),
Biesner, David ; Pielka, Maren ; Ramamurthy, Rajkumar... - p. 1637-1642 , 2022
Link: https://doi.org/10.1109/..
 
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5

ALiBERT : improved automated list inspection (ALI) with ..:

, In: Proceedings of the 21st ACM Symposium on Document Engineering,
Ramamurthy, Rajkumar ; Pielka, Maren ; Stenzel, Robin... - p. 1-4 , 2021
Link: https://dl.acm.org/doi/1..
 
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6

Informed Machine Learning - A Taxonomy and Survey of Integr..:

von Rueden, Laura ; Mayer, Sebastian ; Beckh, Katharina...
IEEE Transactions on Knowledge and Data Engineering.  , 2021
Link: https://doi.org/10.1109/..
 
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7

Supervised Autoencoder Variants for End to End Anomaly Dete..:

, In: Pattern Recognition. ICPR International Workshops and Challenges; Lecture Notes in Computer Science,
Lübbering, Max ; Gebauer, Michael ; Ramamurthy, Rajkumar.. - p. 566-581 , 2021
Link: https://doi.org/10.1007/..
 
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8

Anonymization of German financial documents using neural ne..:

Biesner, David ; Ramamurthy, Rajkumar ; Stenzel, Robin...
International Journal of Data Science and Analytics.  13 (2021)  2 - p. 151-161 , 2021
Link: https://doi.org/10.1007/..
 
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9

Guided Reinforcement Learning via Sequence Learning:

, In: Artificial Neural Networks and Machine Learning – ICANN 2020; Lecture Notes in Computer Science,
Ramamurthy, Rajkumar ; Sifa, Rafet ; Lübbering, Max. - p. 335-345 , 2020
Link: https://doi.org/10.1007/..
 
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10

Novelty-Guided Reinforcement Learning via Encoded Behaviors:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Ramamurthy, Rajkumar ; Sifa, Rafet ; Lubbering, Max. - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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11

From Imbalanced Classification to Supervised Outlier Detect..:

, In: Artificial Neural Networks and Machine Learning – ICANN 2020; Lecture Notes in Computer Science,
Lübbering, Max ; Ramamurthy, Rajkumar ; Gebauer, Michael... - p. 27-38 , 2020
Link: https://doi.org/10.1007/..
 
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12

Leveraging Domain Knowledge for Reinforcement Learning Usin..:

, In: Lecture Notes in Computer Science; Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning,
Ramamurthy, Rajkumar ; Bauckhage, Christian ; Sifa, Rafet.. - p. 595-607 , 2019
Link: https://doi.org/10.1007/..
 
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13

Towards Contradiction Detection in German: a Translation-Dr..:

, In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI),
Sifa, Rafet ; Pielka, Maren ; Ramamurthy, Rajkumar... - p. 2497-2505 , 2019
Link: https://doi.org/10.1109/..
 
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14

Towards Automated Auditing with Machine Learning:

, In: Proceedings of the ACM Symposium on Document Engineering 2019,
Sifa, Rafet ; Ladi, Anna ; Pielka, Maren... - p. 1-4 , 2019
Link: https://dl.acm.org/doi/1..
 
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15

A Community Detection Based Approach for Exploring Patterns..:

, In: Advances in Intelligent Systems and Computing; Intelligent Systems and Applications,
Pielka, Maren ; Sifa, Rafet ; Ramamurthy, Rajkumar.. - p. 553-565 , 2019
Link: https://doi.org/10.1007/..
 
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