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