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Schulte, P.; Amjad, R. A.; Wiegart, T.; Kramer, G.
Invertible low-divergence coding
IEEE Transactions on Information Theory
2022
68
1
Jan
178-192

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Amjad, R. A.; Khan, R. A.; Kleinsteuber, M.
Extended Affinity Propagation: Global Discovery and Local Insights
IEEE Transactions on Knowledge & Data Engineering
2019
Jul

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Amjad, R. A.; Blöchl, C; Geiger, B. C.
A generalized framework for Kullback-Leibler Markov aggregation
IEEE Transaction on Automatic Control
2019
Jul

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Amjad, R. A.; Liu, K; Geiger, B. C.
Understanding individual neuron importance using information theory
IEEE Transactions on Neural Networks and Learning Systems
2019
Jul

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Amjad, R. A.; Geiger, B. C.
Learning representations for neural network based classification using the information bottleneck principle
IEEE Transactions on Pattern Analysis and Machine Intelligence
2019
Apr

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Amjad, R. A.
Information Rates and Error Exponents for Probabilistic Amplitude Shaping
Information Theory Workshop (ITW)
2018

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Blöchl, C; Amjad, R.A; Geiger, B.C.
Co-Clustering via information- theoretic Markov aggregation
IEEE Trans. Knowledge and Data Engineering
2018
Jun

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Geiger, B. C; Amjad, R. A.
Community detection in Shakespeare’s plays. Classic and information-theoretic approaches
Graphen, Karten, Listen, Diagramme etc. pp. - Modellierungen & Visualisierungen von Literatur in der digitalen Analyse
2017

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Amjad, R. A., Geiger, B. C., Blöchl, C.
Information Theoretic Cost Functions for Markov Aggregation and Clustering
Seminar at Eurecom, France
2017

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Amjad, R.A.;Geiger, B.
Mutual Information Based Clustering: Hard or Soft?
18th Joint Workshop on Communications and Coding (JWCC)
2017