Rana Ali Amjad

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Naive Bayes Classifier

Kullback Leibler

Top Venues

IEEE Trans. Inf. Theory

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sindhu Tipirneni, Ravinarayana Adkathimar, Nurendra Choudhary, Gaurush Hiranandani, Rana Ali Amjad, Vassilis N. Ioannidis, Changhe Yuan, Chandan K. Reddy
Context-Aware Clustering using Large Language Models. CoRR (2024)
Patrick Schulte, Rana Ali Amjad, Thomas Wiegart, Gerhard Kramer
Invertible Low-Divergence Coding. IEEE Trans. Inf. Theory 68 (1) (2022)
Rana Ali Amjad, Kairen Liu, Bernhard C. Geiger
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. GLOBECOM (2021)
Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort
A White Paper on Neural Network Quantization. CoRR (2021)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. CoRR (2021)
Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling
Bayesian Bits: Unifying Quantization and Pruning. NeurIPS (2020)
Rana Ali Amjad, Bernhard C. Geiger
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling
Bayesian Bits: Unifying Quantization and Pruning. CoRR (2020)
Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger
A Generalized Framework For Kullback-Leibler Markov Aggregation. IEEE Trans. Autom. Control. 65 (7) (2020)
Patrick Schulte, Rana Ali Amjad, Thomas Wiegart, Gerhard Kramer
Invertible Low-Divergence Coding. CoRR (2020)
Markus Nagel, Rana Ali Amjad, Mart van Baalen, Christos Louizos, Tijmen Blankevoort
Up or Down? Adaptive Rounding for Post-Training Quantization. CoRR (2020)
Markus Nagel, Rana Ali Amjad, Mart van Baalen, Christos Louizos, Tijmen Blankevoort
Up or Down? Adaptive Rounding for Post-Training Quantization. ICML (2020)
Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger
Co-Clustering via Information-Theoretic Markov Aggregation. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Rana Ali Amjad, Bernhard C. Geiger
Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers. CoRR (2019)
Kairen Liu, Rana Ali Amjad, Bernhard C. Geiger
Understanding Individual Neuron Importance Using Information Theory. CoRR (2018)
Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger
Co-Clustering via Information-Theoretic Markov Aggregation. CoRR (2018)
Rana Ali Amjad, Bernhard C. Geiger
How (Not) To Train Your Neural Network Using the Information Bottleneck Principle. CoRR (2018)
Rana Ali Amjad
A Mismatched Joint Source-Channel Coding Perspective of Probabilistic Amplitude Shaping: Achievable Rates and Error Exponents. CoRR (2018)
Rayyan Ahmad Khan, Rana Ali Amjad, Martin Kleinsteuber
Clustering with Simultaneous Local and Global View of Data: A message passing based approach. CoRR (2018)
Rana Ali Amjad
Information Rates and Error Exponents for Probabilistic Amplitude Shaping. ITW (2018)
Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger
A Generalized Framework for Kullback-Leibler Markov Aggregation. CoRR (2017)
Bernhard C. Geiger, Rana Ali Amjad
Hard Clusters Maximize Mutual Information. CoRR (2016)
Rana Ali Amjad, Gerhard Kramer
Channel resolvability codes based on concatenation and sparse linear encoding. ISIT (2015)
Georg Böcherer, Rana Ali Amjad
Informational divergence and entropy rate on rooted trees with probabilities. ISIT (2014)
Georg Böcherer, Rana Ali Amjad
Fixed-to-Variable Length Resolution Coding for Target Distributions. CoRR (2013)
Rana Ali Amjad, Georg Böcherer
Fixed-to-variable length distribution matching. ISIT (2013)
Georg Böcherer, Rana Ali Amjad
Fixed-to-variable length resolution coding for target distributions. ITW (2013)
Rana Ali Amjad, Georg Böcherer
Fixed-to-Variable Length Distribution Matching CoRR (2013)
Georg Böcherer, Rana Ali Amjad
Block-to-Block Distribution Matching CoRR (2013)
Georg Böcherer, Rana Ali Amjad
Informational Divergence and Entropy Rate on Rooted Trees with Probabilities. CoRR (2013)
Qing Bai, Rana Ali Amjad, Josef A. Nossek
Average throughput maximization for energy harvesting transmitters with causal energy arrival information. WCNC (2013)