Rana Ali Amjad

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

Rana Ali Amjad, Bernhard C. Geiger · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 194 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Bayesian Bits: Unifying Quantization and Pruning

Mart van Baalen, Christos Louizos, Markus Nagel et al. · arXiv (Cornell University) · 2020 · 78 citations · Full text

Computing, Computer Engineering, Computer Science +13

Up or Down? Adaptive Rounding for Post-Training Quantization

Markus Nagel, Rana Ali Amjad, Mart van Baalen et al. · arXiv (Cornell University) · 2020 · 55 citations · Full text

Computing, Computer Engineering, Computer Science +14

Understanding Individual Neuron Importance Using Information Theory.

Kairen Liu, Rana Ali Amjad, Bernhard C. Geiger · 2018 · 25 citations

Engineering, Computer Science, Information Theory +16

Fixed-to-variable length distribution matching

Rana Ali Amjad, Georg Böcherer · 2013 · 24 citations

Engineering, Computer Engineering, Computer Science +11