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researcher

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 2016Show all

1 paper · 1 filter

cs.IT2016★ 3 cited

Hard Clusters Maximize Mutual Information

Bernhard C. Geiger, Rana Ali Amjad

In this paper, we investigate mutual information as a cost function for clustering, and show in which cases hard, i.e., deterministic, clusters are optimal. Using convexity propert…

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