| A white paper on neural network quantization M Nagel, M Fournarakis, RA Amjad, Y Bondarenko, M Van Baalen, ... arXiv preprint arXiv:2106.08295, 2021 | 552 | 2021 |
| 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 | 528 | 2020 |
| Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle RA Amjad, BC Geiger arXiv preprint arXiv:1802.09766, 2018 | 231* | 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 | 136 | 2020 |
| 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 | 53* | 2021 |
| Fixed-to-variable length distribution matching RA Amjad, G Böcherer 2013 IEEE International Symposium on Information Theory, 1511-1515, 2013 | 33 | 2013 |
| 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 | 20 | 2013 |
| Informational divergence and entropy rate on rooted trees with probabilities G Böcherer, RA Amjad 2014 IEEE International Symposium on Information Theory, 176-180, 2014 | 19 | 2014 |
| Information rates and error exponents for probabilistic amplitude shaping RA Amjad 2018 IEEE Information Theory Workshop (ITW), 1-5, 2018 | 14 | 2018 |
| 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 | 13 | 2018 |
| 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 | 12 | 2021 |
| 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 | 12 | 2012 |
| A generalized framework for Kullback–Leibler Markov aggregation RA Amjad, C Blöchl, BC Geiger IEEE Transactions on Automatic Control 65 (7), 3068-3075, 2019 | 11 | 2019 |
| Algorithms for simulation of discrete memoryless sources RA Amjad, IG Böcherer Ph. D. dissertation, Master’s thesis, 2013 | 10 | 2013 |
| 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 | 8 | 2015 |
| Fixed-to-variable length resolution coding for target distributions G Böcherer, RA Amjad 2013 IEEE Information Theory Workshop (ITW), 1-5, 2013 | 8 | 2013 |
| 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 | 5 | 2013 |
| Invertible low-divergence coding P Schulte, RA Amjad, T Wiegart, G Kramer IEEE Transactions on Information Theory 68 (1), 178-192, 2021 | 4 | 2021 |
| Context-Aware Clustering using Large Language Models S Tipirneni, R Adkathimar, N Choudhary, G Hiranandani, RA Amjad, ... arXiv preprint arXiv:2405.00988, 2024 | 2 | 2024 |
Bernhard C. GeigerResearch Area Manager at Know-Center GmbHVerified email at ieee.org
