Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle von Amjad, Rana Ali, Geiger, Bernhard C.

Volltext

Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation von Amjad, Rana Ali, Liu, Kairen, Geiger, Bernhard C.

Volltext

Invertible Low-Divergence Coding von Schulte, Patrick, Amjad, Rana Ali, Wiegart, Thomas, Kramer, Gerhard

Volltext

A Generalized Framework For Kullback-Leibler Markov Aggregation von Amjad, Rana Ali, Blochl, Clemens, Geiger, Bernhard C.

Volltext

Co-Clustering via Information-Theoretic Markov Aggregation von Blochl, Clemens, Amjad, Rana Ali, Geiger, Bernhard C.

Volltext

Autosomal-Recessive Hearing Impairment Due to Rare Missense Variants within S1PR2 von Santos-Cortez, Regie Lyn P., Faridi, Rabia, Rehman, Atteeq U., Lee, Kwanghyuk, Ansar, Muhammad, Wang, Xin, Morell, Robert J., Isaacson, Rivka, Belyantseva, Inna A., Dai, Hang, Acharya, Anushree, Qaiser, Tanveer A., Muhammad, Dost, Ali, Rana Amjad, Shams, Sulaiman, Hassan, Muhammad Jawad, Shahzad, Shaheen, Raza, Syed Irfan, Bashir, Zil-e-Huma, Smith, Joshua D., Nickerson, Deborah A., Bamshad, Michael J., Riazuddin, Sheikh, Ahmad, Wasim, Friedman, Thomas B., Leal, Suzanne M.

Volltext

Institutional role in coping livestock diseases on farm level in rural areas of Punjab, Pakistan von Rana, Hafiz Amjad Ali, Iftikhar, Muhammad, Watto, Muhammad Arif, Bilal, Muhammad Qamar

Volltext

Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle von Rana Ali Amjad, Geiger, Bernhard C

Volltext

Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking von Kumar, Pratik, Rana Ali Amjad, Behboodi, Arash, Soriaga, Joseph B, Welling, Max

Volltext

Studies in a consanguineous family reveal a novel locus for stuttering on chromosome 16q von Raza, Muhammad Hashim, Amjad, Rana, Riazuddin, Sheikh, Drayna, Dennis

Volltext

Co-Clustering via Information-Theoretic Markov Aggregation von Bloechl, Clemens, Rana Ali Amjad, Geiger, Bernhard C

Volltext

A Generalized Framework for Kullback-Leibler Markov Aggregation von Rana Ali Amjad, Blöchl, Clemens, Geiger, Bernhard C

Volltext

Average throughput maximization for energy harvesting transmitters with causal energy arrival information von Qing Bai, Amjad, Rana Ali, Nossek, Josef A.

Volltext

Information Rates and Error Exponents for Probabilistic Amplitude Shaping von Amjad, Rana Ali

Volltext bestellen

Context-Aware Clustering using Large Language Models von Tipirneni, Sindhu, Adkathimar, Ravinarayana, Choudhary, Nurendra, Hiranandani, Gaurush, Amjad, Rana Ali, Ioannidis, Vassilis N, Yuan, Changhe, Reddy, Chandan K

Volltext bestellen

Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers von Amjad, Rana Ali, Geiger, Bernhard C

Volltext bestellen

Invertible Low-Divergence Coding von Schulte, Patrick, Amjad, Rana Ali, Wiegart, Thomas, Kramer, Gerhard

Volltext bestellen

A White Paper on Neural Network Quantization von Nagel, Markus, Fournarakis, Marios, Amjad, Rana Ali, Bondarenko, Yelysei, van Baalen, Mart, Blankevoort, Tijmen

Volltext bestellen

Information Rates and Error Exponents for Probabilistic Amplitude Shaping von Rana Ali Amjad

Volltext

Bayesian Bits: Unifying Quantization and Pruning von van Baalen, Mart, Louizos, Christos, Nagel, Markus, Amjad, Rana Ali, Wang, Ying, Blankevoort, Tijmen, Welling, Max

Volltext bestellen