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Rana Ali Amjad

Qualcomm AI Research

19 papers hereh-index 132.3k citations40 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author5
  • middle author9
  • last author4

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.IT7
  • cs.CL2
  • eess.SP1
  • eess.SY1
affiliations
  • Qualcomm AI Research
  • Technical University of Munich

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedLearning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

200 citations · 433 across the 16 of their papers we have counts for

collaborators
Showing 2013Show all

4 papers · 1 filter

cs.IT2013

Informational Divergence and Entropy Rate on Rooted Trees with Probabilities

Georg Böcherer, Rana Ali Amjad

Rooted trees with probabilities are used to analyze properties of a variable length code. A bound is derived on the difference between the entropy rates of the code and a memoryles…

cs.IT2013

Fixed-to-Variable Length Resolution Coding for Target Distributions

Georg Böcherer, Rana Ali Amjad

The number of random bits required to approximate a target distribution in terms of un-normalized informational divergence is considered. It is shown that for a variable-to-variabl…

cs.IT2013★ 4 cited

Block-to-Block Distribution Matching

Georg Böcherer, Rana Ali Amjad

In this work, binary block-to-block distribution matching is considered. m independent and uniformly distributed bits are mapped to n output bits resembling a target product distri…

cs.IT2013★ 1 cited

Fixed-to-Variable Length Distribution Matching

Rana Ali Amjad, Georg Böcherer

Fixed-to-variable length (f2v) matchers are used to reversibly transform an input sequence of independent and uniformly distributed bits into an output sequence of bits that are (a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.