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Rana Ali Amjad
Observed names:
Amjad, Rana,
Amjad, Rana Ali
Observed institutions:
Amazon (United States),
University of Engineering and Technology Lahore,
Qualcomm (United States),
Technical University of Munich
ORCID:
0000-0002-0007-4697
Observed ORCID:
0000-0002-0007-4697
OpenAlex ID:
A5041689212
A White Paper on Neural Network Quantization
2021
·
Nagel, Markus
, Fournarakis, Marios
, et al.
·
arXiv (Cornell University)
·
323
PDF
Up or Down? Adaptive Rounding for Post-Training Quantization
2020
·
Nagel, Markus
, Amjad, Rana Ali
, et al.
·
arXiv (Cornell University)
·
246
PDF
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle
2019
·
Rana Ali Amjad
, Bernhard C. Geiger
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
193
PDF
Bayesian Bits: Unifying Quantization and Pruning
2020
·
van Baalen, Mart
, Louizos, Christos
, et al.
·
arXiv (Cornell University)
·
76
PDF
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation
2021
·
Rana Ali Amjad
, Kairen Liu
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
29
PDF
Fixed-to-variable length distribution matching
2013
·
Rana Ali Amjad
, Georg Bocherer
·
IEEE International Symposium on Information Theory (ISIT)
·
24
Understanding Individual Neuron Importance Using Information Theory.
2018
·
Kairen Liu
, Rana Ali Amjad
, et al.
·
21
How (Not) To Train Your Neural Network Using the Information Bottleneck Principle.
2018
·
Rana Ali Amjad
, Bernhard C. Geiger
·
arXiv (Cornell University)
·
21
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking
2021
·
Kumar Pratik
, Rana Ali Amjad
, et al.
·
Globecom
·
17
PDF
Average throughput maximization for energy harvesting transmitters with causal energy arrival information
2013
·
Qing Bai
, Rana Ali Amjad
, et al.
·
IEEE Wireless Communications and Networking Conference
·
15
A Generalized Framework For Kullback–Leibler Markov Aggregation
2019
·
Rana Ali Amjad
, Clemens Blochl
, et al.
·
IEEE Transactions on Automatic Control
·
14
PDF
Information Rates and Error Exponents for Probabilistic Amplitude Shaping
2018
·
Rana Ali Amjad
·
IEEE Information Theory Workshop (ITW)
·
12
FPGA based real-time signal processor for Pulse Doppler Radar
2012
·
Farhan Bin Khalid
, Rana Ali Amjad
, et al.
·
International Conference on Informatics, Electronics & Vision (ICIEV)
·
9
Channel resolvability codes based on concatenation and sparse linear encoding
2015
·
Rana Ali Amjad
, Gerhard Kramer
·
IEEE International Symposium on Information Theory (ISIT)
·
8
Invertible Low-Divergence Coding
2021
·
Patrick Schulte
, Rana Ali Amjad
, et al.
·
IEEE Transactions on Information Theory
·
4
PDF
Informational divergence and entropy rate on rooted trees with probabilities
2014
·
Georg Bocherer
, Rana Ali Amjad
·
IEEE International Symposium on Information Theory (ISIT)
·
4
PDF
SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence
2025
·
Zhining Liu
, Rana Ali Amjad
, et al.
·
Proceedings of the conference - Association for Computational Linguistics. Meeting
·
3
Hard Clusters Maximize Mutual Information
2016
·
Geiger, Bernhard C.
, Amjad, Rana Ali
·
arXiv (Cornell University)
·
3
PDF
Block-to-Block Distribution Matching
2013
·
Böcherer, Georg
, Amjad, Rana Ali
·
arXiv (Cornell University)
·
3
PDF
Context-Aware Clustering using Large Language Models
2024
·
Tipirneni, Sindhu
, Adkathimar, Ravinarayana
, et al.
·
arXiv (Cornell University)
·
2
PDF
Information Rates and Error Exponents for Probabilistic Amplitude Shaping
2018
·
Amjad, Rana Ali
·
arXiv (Cornell University)
·
2
PDF
Quantizing Neural Networks for Low-Power Computer Vision
2022
·
Marios Fournarakis
, Markus Nagel
, et al.
·
Chapman & Hall/CRC eBooks
·
1
Extended Affinity Propagation: Global Discovery and Local Insights
2018
·
Khan, Rayyan Ahmad
, Amjad, Rana Ali
, et al.
·
arXiv (Cornell University)
·
1
PDF
Mutual Information Based Clustering: Hard or Soft?
2017
·
Bernhard C. Geiger
, Rana Ali Amjad
·
1
Variable-to-fixed length resolution codes for approximate random number generation
2016
·
Rana Ali Amjad
·
International Symposium on Problems of Redundancy in Information and Control Systems (REDUNDANCY)
·
1
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Works count:
44
Citation count:
1,034
H-index:
12
I10-index:
12
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