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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
Amjad, R. A.; Khan, R. A.; Kleinsteuber, M.
.Extended Affinity Propagation: Global Discovery and Local Insights.IEEE Transactions on Knowledge & Data Engineering.2019.Jul
Amjad, R. A.; Blöchl, C; Geiger, B. C.
.A generalized framework for Kullback-Leibler Markov aggregation.IEEE Transaction on Automatic Control.2019.Jul
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
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
Amjad, R. A.
.Information Rates and Error Exponents for Probabilistic Amplitude Shaping.Information Theory Workshop (ITW).2018
Blöchl, C; Amjad, R.A; Geiger, B.C.
.Co-Clustering via information- theoretic Markov aggregation.IEEE Trans. Knowledge and Data Engineering.2018.Jun
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
Amjad, R. A., Geiger, B. C., Blöchl, C.
.Information Theoretic Cost Functions for Markov Aggregation and Clustering.Seminar at Eurecom, France.2017
Amjad, R.A.;Geiger, B.
.Mutual Information Based Clustering: Hard or Soft?.18th Joint Workshop on Communications and Coding (JWCC).2017
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