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
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Applications of Node Embeddings to Learning and Mining on Graphs
Merchant, A., 2023, Helsinki: Helsingin yliopisto.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification
Merchant, A. & Castillo, C., 21 Oct 2023, CIKM '2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. ACM, p. 1818-1827 10 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
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 -
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints
Li, J., Wang, Y. & Merchant, A., 28 Sept 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1389-1397 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research 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
Projects
- 1 Finished
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MLDB: Model Management Systems: Machine learning meets Database Systems
Mathioudakis, M. (Project manager), Gionis, A. (Co-Principal Investigator), Mahadevan, A. (Participant), Maniatis, A. (Participant), Merchant, A. (Participant) & Pai, S. G. (Participant)
Suomen Akatemia Projektilaskutus
01/09/2019 → 31/12/2023
Project: Research Council of Finland: Academy Project
Prizes
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Univ Pompeu Fabra, Pompeu Fabra University, Dept Informat & Commun Technol
Merchant, A. (Visiting researcher)
Jul 2021 → Nov 2021Activity: Visiting an external institution types › Academic visit to other institution
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IEEE International Conference on Data Mining (ICDM) (Journal)
Merchant, A. (Reviewer)
Jul 2020 → Aug 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Journal)
Merchant, A. (Reviewer)
Mar 2020 → May 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Efficiently Estimating Primitive Graph Properties
Merchant, A. (Attendee)
2020Activity: Participating in or organising an event types › Public Talks
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ACM Transactions on the Web (Journal)
Merchant, A. (Reviewer)
Jan 2020 → Jun 2020Activity: Publication peer-review and editorial work types › Peer review of manuscripts