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Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

IEEE transactions on pattern analysis and machine intelligence, 2020-09, Vol.42 (9), p.2225-2239

2020

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A Generalized Framework For Kullback-Leibler Markov Aggregation

IEEE transactions on automatic control, 2020-07, Vol.65 (7), p.3068-3075

2020

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Co-Clustering via Information-Theoretic Markov Aggregation

IEEE transactions on knowledge and data engineering, 2019-04, Vol.31 (4), p.720-732

2019

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Autosomal-Recessive Hearing Impairment Due to Rare Missense Variants within S1PR2

American journal of human genetics, 2016-02, Vol.98 (2), p.331-338

2016

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Institutional role in coping livestock diseases on farm level in rural areas of Punjab, Pakistan

Pakistan journal of agricultural sciences, 2021-08, Vol.58 (4), p.1411-1421

Ali Rana, Hafiz Amjad

2021

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Invertible Low-Divergence Coding

IEEE transactions on information theory, 2022-01, Vol.68 (1), p.178-192

2022

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Studies in a consanguineous family reveal a novel locus for stuttering on chromosome 16q

Human genetics, 2012-02, Vol.131 (2), p.311-313

2012

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Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation

IEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.7842-7852

2022

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Applications of Information Theory and Factor Graphs for Machine Learning

Amjad, Rana Ali

2019

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Average throughput maximization for energy harvesting transmitters with causal energy arrival information

2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013, p.4232-4237

2013

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Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking

2021 IEEE Global Communications Conference (GLOBECOM), 2021, p.1-6

2021

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Variable-to-fixed length resolution codes for approximate random number generation

2016 XV International Symposium Problems of Redundancy in Information and Control Systems (REDUNDANCY), 2016, p.1-5

Amjad, Rana Ali

2016

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Fixed-to-variable length distribution matching

2013 IEEE International Symposium on Information Theory, 2013, p.1511-1515

2013

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Informational divergence and entropy rate on rooted trees with probabilities

2014 IEEE International Symposium on Information Theory, 2014, p.176-180

2014

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Channel resolvability codes based on concatenation and sparse linear encoding

2015 IEEE International Symposium on Information Theory (ISIT), 2015, p.2111-2115

2015

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Fixed-to-variable length resolution coding for target distributions

2013 IEEE Information Theory Workshop (ITW), 2013, p.1-5

2013

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Quantizing Neural Networks for Low-Power Computer Vision

Low-Power Computer Vision, 2022, Vol.1, p.235-272

1, 2022

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FPGA based real-time signal processor for Pulse Doppler Radar

2012 International Conference on Informatics, Electronics & Vision (ICIEV), 2012, p.362-366

2012

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4-[2-(Benzylsulfanyl)acetyl]-3,4-dihydroquinoxalin-2(1 H )-one

Acta crystallographica. Section E, Structure reports online, 2011-04, Vol.67 (4), p.o848-o848

2011

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6-Benzylsulfanyl-9H-purine

Acta crystallographica. Section E, Structure reports online, 2009-12, Vol.65 (12), p.o2994-o2994

2009

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4-[2-(Benzyl-sulfan-yl)acet-yl]-3,4-dihydro-quinoxalin-2(1H)-one

Acta crystallographica. Section E, Structure reports online, 2011-04, Vol.67 (Pt 4), p.o848-o848

2011

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6-Benzylsulfanyl-9 H -purine

Acta crystallographica. Section E, Structure reports online, 2009-12, Vol.65 (12), p.o2994-o2994

2009

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6-Benzyl-sulfanyl-9H-purine

Acta crystallographica. Section E, Structure reports online, 2009-11, Vol.65 (Pt 12), p.o2994-o2994

2009

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Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

A Generalized Framework For Kullback-Leibler Markov Aggregation

Co-Clustering via Information-Theoretic Markov Aggregation

Autosomal-Recessive Hearing Impairment Due to Rare Missense Variants within S1PR2

Institutional role in coping livestock diseases on farm level in rural areas of Punjab, Pakistan

Invertible Low-Divergence Coding

Studies in a consanguineous family reveal a novel locus for stuttering on chromosome 16q

Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation

Applications of Information Theory and Factor Graphs for Machine Learning

Average throughput maximization for energy harvesting transmitters with causal energy arrival information

Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking

Variable-to-fixed length resolution codes for approximate random number generation

Fixed-to-variable length distribution matching

Informational divergence and entropy rate on rooted trees with probabilities

Channel resolvability codes based on concatenation and sparse linear encoding

Fixed-to-variable length resolution coding for target distributions

Quantizing Neural Networks for Low-Power Computer Vision

FPGA based real-time signal processor for Pulse Doppler Radar

4-[2-(Benzylsulfanyl)acetyl]-3,4-dihydroquinoxalin-2(1 H )-one

6-Benzylsulfanyl-9H-purine

4-[2-(Benzyl-sulfan-yl)acet-yl]-3,4-dihydro-quinoxalin-2(1H)-one

6-Benzylsulfanyl-9 H -purine

6-Benzyl-sulfanyl-9H-purine

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