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Rana Ali Amjad
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Up or down? adaptive rounding for post-training quantization
M Nagel, RA Amjad, M Van Baalen, C Louizos, T Blankevoort
International Conference on Machine Learning, 7197-7206, 2020
4172020
A white paper on neural network quantization
M Nagel, M Fournarakis, RA Amjad, Y Bondarenko, M Van Baalen, ...
arXiv preprint arXiv:2106.08295, 2021
3732021
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle
RA Amjad, BC Geiger
arXiv preprint arXiv:1802.09766, 2018
223*2018
Bayesian bits: Unifying quantization and pruning
M Van Baalen, C Louizos, M Nagel, RA Amjad, Y Wang, T Blankevoort, ...
Advances in neural information processing systems 33, 5741-5752, 2020
1132020
Understanding neural networks and individual neuron importance via information-ordered cumulative ablation
RA Amjad, K Liu, BC Geiger
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7842-7852, 2021
49*2021
Fixed-to-variable length distribution matching
RA Amjad, G Böcherer
2013 IEEE International Symposium on Information Theory, 1511-1515, 2013
312013
Average throughput maximization for energy harvesting transmitters with causal energy arrival information
Q Bai, RA Amjad, JA Nossek
2013 IEEE Wireless Communications and Networking Conference (WCNC), 4232-4237, 2013
202013
Informational divergence and entropy rate on rooted trees with probabilities
G Böcherer, RA Amjad
2014 IEEE International Symposium on Information Theory, 176-180, 2014
182014
Information rates and error exponents for probabilistic amplitude shaping
RA Amjad
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
142018
Co-clustering via information-theoretic Markov aggregation
C Blöchl, RA Amjad, BC Geiger
IEEE Transactions on Knowledge and Data Engineering 31 (4), 720-732, 2018
122018
FPGA based real-time signal processor for Pulse Doppler radar
FB Khalid, RA Amjad, MA Chohan, MM Khizar
2012 International Conference on Informatics, Electronics & Vision (ICIEV …, 2012
122012
A generalized framework for Kullback–Leibler Markov aggregation
RA Amjad, C Blöchl, BC Geiger
IEEE Transactions on Automatic Control 65 (7), 3068-3075, 2019
112019
Algorithms for simulation of discrete memoryless sources
RA Amjad, IG Böcherer
Ph. D. dissertation, Master’s thesis, 2013
92013
Neural augmentation of Kalman filter with hypernetwork for channel tracking
K Pratik, RA Amjad, A Behboodi, JB Soriaga, M Welling
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
82021
Channel resolvability codes based on concatenation and sparse linear encoding
RA Amjad, G Kramer
2015 IEEE International Symposium on Information Theory (ISIT), 2111-2115, 2015
82015
Fixed-to-variable length resolution coding for target distributions
G Böcherer, RA Amjad
2013 IEEE Information Theory Workshop (ITW), 1-5, 2013
82013
Mutual information-based clustering: Hard or soft?
BC Geiger, RA Amjad
SCC 2017; 11th International ITG Conference on Systems, Communications and …, 2017
6*2017
Block-to-block distribution matching
G Böcherer, RA Amjad
arXiv preprint arXiv:1302.1020, 2013
52013
Invertible low-divergence coding
P Schulte, RA Amjad, T Wiegart, G Kramer
IEEE Transactions on Information Theory 68 (1), 178-192, 2021
32021
Extended affinity propagation: global discovery and local insights
RA Khan, RA Amjad, M Kleinsteuber
arXiv preprint arXiv:1803.04459, 2018
2*2018
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Articles 1–20