Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master of Science, Computational Humanities, International Institute of Information Technology, Hyderabad (IIIT-H)
2015 → 2017
Bachelor of Technology, Computer Science, International Institute of Information Technology, Hyderabad (IIIT-H)
2011 → 2015
Fields of Science
- 113 Computer and information sciences
- Graphs
- Machine Learning
- Data Science
- Computational Social Science
International and National Collaboration
Publications and projects within past five years.
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Graph Summarization via Node Grouping: A Spectral Algorithm
Merchant, A., Mathioudakis, M. & Wang, Y., Feb 2023, Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining. Association for Computing MachineryResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Joint Use of Node Attributes and Proximity for Node Classification
Merchant, A. & Mathioudakis, M., 1 Jan 2022, COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 2: Complex Networks & Their Applications X. Benito, R. M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L. M. & Sales-Pardo, M. (eds.). Springer, Cham, p. 511-522 12 p. (Studies in Computational Intelligence; vol. 1016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Robustness of Sketched Linear Classifiers to Adversarial Attacks
Mahadevan, A., Merchant, A., Wang, Y. & Mathioudakis, M., Oct 2022, International Conference on Information and Knowledge Management (CIKM). Association for Computing Machinery, p. 4319-4323 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Scalably Using Node Attributes and Graph Structure for Node Classification
Merchant, A., Mahadevan, A. & Mathioudakis, M., 30 Jun 2022, In: Entropy. 24, 7, p. 511-522 18 p., 906.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation
Merchant, A., Gionis, A. & Mathioudakis, M., Sep 2022, In: Proceedings of the VLDB Endowment. 15, 11, p. 2297 - 2306 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 1 Active
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MLDB: Model Management Systems: Machine learning meets Database Systems
Gionis, A., Mathioudakis, M., Merchant, A., Pai, S. G., Svana, M. & Wang, Y.
Suomen Akatemia Projektilaskutus
01/09/2019 → 31/12/2023
Project: Academy of Finland: Academy Project
Prizes
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Univ Pompeu Fabra, Pompeu Fabra University, Dept Informat & Commun Technol
Arpit Merchant (Visiting researcher)
Jul 2021 → Nov 2021Activity: Visiting an external institution types › Academic visit to other institution
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ACM Transactions on the Web (Journal)
Arpit Merchant (Reviewer)
Jan 2020 → Jun 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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IEEE International Conference on Data Mining (ICDM) (Journal)
Arpit Merchant (Reviewer)
Jul 2020 → Aug 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Efficiently Estimating Primitive Graph Properties
Arpit Merchant (Attendee)
2020Activity: Participating in or organising an event types › Public Talks
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ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Journal)
Arpit Merchant (Reviewer)
Mar 2020 → May 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts