Rana Ali Amjad
Orcid: 0000-0002-0007-4697
According to our database1,
Rana Ali Amjad
authored at least 24 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
2022
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation.
IEEE Trans. Neural Networks Learn. Syst., 2022
2021
Proceedings of the IEEE Global Communications Conference, 2021
2020
IEEE Trans. Autom. Control., 2020
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle.
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
PhD thesis, 2019
IEEE Trans. Knowl. Data Eng., 2019
Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers.
CoRR, 2019
2018
Clustering with Simultaneous Local and Global View of Data: A message passing based approach.
CoRR, 2018
CoRR, 2018
A Mismatched Joint Source-Channel Coding Perspective of Probabilistic Amplitude Shaping: Achievable Rates and Error Exponents.
CoRR, 2018
Proceedings of the IEEE Information Theory Workshop, 2018
2016
2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
Average throughput maximization for energy harvesting transmitters with causal energy arrival information.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013