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Dr . Charu Sharma

vidwan id: 298211

Assistant Professor, Machine Learning Lab, International Institute of Information Technology, Hyderabad

orcid 0000-0003-2518-5008 scopus 56508977400 google_scholar B5MMkloAAAAJ

Expertise

  • Computer Science Artificial Intelligence
    • View All

Publications

Total Articles 13
Books 0
Proceedings 0

Publications 1992-2022

Scopus

Citations 454
h-index 4

CrossRef

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Citations 10
h-index 2

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Honours and Awards

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Professional Recognition

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Bio

Geometric Machine/ Deep Learning (graphs and point clouds), Topological Data Analysis

Personal Details

  • Female
  • International Institute of Information Technology, Hyderabad
  • Machine Learning Lab, International Institute of Information Technology, Hyderabad - 500032
Ph.D.
Other Institute 2021
Assistant Professor 2021 – Present
International Institute of Information Technology, Hyderabad

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Organisations (19+)

Dr Arti Yardi

International Institute of Information Technology, Hyderabad

Dr Bhaktee Dongaonkar

International Institute of Information Technology, Hyderabad

Dr Anshu Sarje

International Institute of Information Technology, Hyderabad

Dr Aditi Mukherjee

International Institute of Information Technology, Hyderabad

Dr Aakansha Natani

International Institute of Information Technology, Hyderabad

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Dr Isha Dubey

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Scholarly Work

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Scholarly Publications

Solving partial assignment problems using random clique complexes

 Conference Paper
2018 Volume: 10, Pages: 7297-7306.
Authors: Charu Sharma , Manohar Kaul

Learning attention-based embeddings for relation prediction in knowledge graphs

 Conference Paper
2020 Pages: 4710-4723.
Authors: Charu Sharma , Manohar Kaul

Simplicial Complex Based Point Correspondence Between Images Warped onto Manifolds

 Conference Paper
2020 Volume: 12374 LNCS, Pages: 54-70.
Authors: Charu Sharma , Manohar Kaul
DOI 10.1007/978-3-030-58526-6_4

Learning Representations using Spectral-Biased Random Walks on Graphs

Open Access
 Conference Paper
2020
Authors: Charu Sharma , Manohar Kaul
DOI 10.1109/IJCNN48605.2020.9206976
2 citations
2 citations

Self-supervised few-shot learning on point clouds

 Conference Paper
2020 Volume: 2020-December,
Authors: Charu Sharma , Manohar Kaul