![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Rana Ali Amjad
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i18]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 abs/2405.00988 (2024) - 2022
- [j5]Patrick Schulte
, Rana Ali Amjad, Thomas Wiegart, Gerhard Kramer
:
Invertible Low-Divergence Coding. IEEE Trans. Inf. Theory 68(1): 178-192 (2022) - [j4]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): 7842-7852 (2022) - 2021
- [c9]Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling:
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. GLOBECOM 2021: 1-6 - [i17]Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort:
A White Paper on Neural Network Quantization. CoRR abs/2106.08295 (2021) - [i16]Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling:
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. CoRR abs/2109.12561 (2021) - 2020
- [j3]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): 2225-2239 (2020) - [j2]Rana Ali Amjad
, Clemens Blöchl
, Bernhard C. Geiger
:
A Generalized Framework For Kullback-Leibler Markov Aggregation. IEEE Trans. Autom. Control. 65(7): 3068-3075 (2020) - [c8]Markus Nagel, Rana Ali Amjad, Mart van Baalen, Christos Louizos, Tijmen Blankevoort:
Up or Down? Adaptive Rounding for Post-Training Quantization. ICML 2020: 7197-7206 - [c7]Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling:
Bayesian Bits: Unifying Quantization and Pruning. NeurIPS 2020 - [i15]Markus Nagel, Rana Ali Amjad, Mart van Baalen, Christos Louizos, Tijmen Blankevoort:
Up or Down? Adaptive Rounding for Post-Training Quantization. CoRR abs/2004.10568 (2020) - [i14]Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling:
Bayesian Bits: Unifying Quantization and Pruning. CoRR abs/2005.07093 (2020) - [i13]Patrick Schulte, Rana Ali Amjad, Thomas Wiegart, Gerhard Kramer:
Invertible Low-Divergence Coding. CoRR abs/2010.10583 (2020)
2010 – 2019
- 2019
- [b1]Rana Ali Amjad:
Applications of Information Theory and Factor Graphs for Machine Learning. Technical University of Munich, Germany, 2019 - [j1]Clemens Blöchl
, Rana Ali Amjad
, Bernhard C. Geiger
:
Co-Clustering via Information-Theoretic Markov Aggregation. IEEE Trans. Knowl. Data Eng. 31(4): 720-732 (2019) - [i12]Rana Ali Amjad, Bernhard C. Geiger:
Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers. CoRR abs/1906.02576 (2019) - 2018
- [c6]Rana Ali Amjad:
Information Rates and Error Exponents for Probabilistic Amplitude Shaping. ITW 2018: 1-5 - [i11]Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger:
Co-Clustering via Information-Theoretic Markov Aggregation. CoRR abs/1801.00584 (2018) - [i10]Rana Ali Amjad:
A Mismatched Joint Source-Channel Coding Perspective of Probabilistic Amplitude Shaping: Achievable Rates and Error Exponents. CoRR abs/1802.05973 (2018) - [i9]Rana Ali Amjad, Bernhard C. Geiger:
How (Not) To Train Your Neural Network Using the Information Bottleneck Principle. CoRR abs/1802.09766 (2018) - [i8]Rayyan Ahmad Khan, Rana Ali Amjad, Martin Kleinsteuber:
Clustering with Simultaneous Local and Global View of Data: A message passing based approach. CoRR abs/1803.04459 (2018) - [i7]Kairen Liu, Rana Ali Amjad, Bernhard C. Geiger:
Understanding Individual Neuron Importance Using Information Theory. CoRR abs/1804.06679 (2018) - 2017
- [i6]Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger:
A Generalized Framework for Kullback-Leibler Markov Aggregation. CoRR abs/1709.05907 (2017) - 2016
- [i5]Bernhard C. Geiger, Rana Ali Amjad:
Hard Clusters Maximize Mutual Information. CoRR abs/1608.04872 (2016) - 2015
- [c5]Rana Ali Amjad, Gerhard Kramer
:
Channel resolvability codes based on concatenation and sparse linear encoding. ISIT 2015: 2111-2115 - 2014
- [c4]Georg Böcherer, Rana Ali Amjad:
Informational divergence and entropy rate on rooted trees with probabilities. ISIT 2014: 176-180 - 2013
- [c3]Rana Ali Amjad, Georg Böcherer:
Fixed-to-variable length distribution matching. ISIT 2013: 1511-1515 - [c2]Georg Böcherer, Rana Ali Amjad:
Fixed-to-variable length resolution coding for target distributions. ITW 2013: 1-5 - [c1]Qing Bai, Rana Ali Amjad, Josef A. Nossek
:
Average throughput maximization for energy harvesting transmitters with causal energy arrival information. WCNC 2013: 4232-4237 - [i4]Rana Ali Amjad, Georg Böcherer:
Fixed-to-Variable Length Distribution Matching. CoRR abs/1302.0019 (2013) - [i3]Georg Böcherer, Rana Ali Amjad:
Block-to-Block Distribution Matching. CoRR abs/1302.1020 (2013) - [i2]Georg Böcherer, Rana Ali Amjad:
Fixed-to-Variable Length Resolution Coding for Target Distributions. CoRR abs/1306.2550 (2013) - [i1]Georg Böcherer, Rana Ali Amjad:
Informational Divergence and Entropy Rate on Rooted Trees with Probabilities. CoRR abs/1310.2882 (2013)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-10 21:20 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint