Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Arpit Merchant"'
Publikováno v:
Entropy, Vol 24, Iss 7, p 906 (2022)
The task of node classification concerns a network where nodes are associated with labels, but labels are known only for some of the nodes. The task consists of inferring the unknown labels given the known node labels, the structure of the network, a
Externí odkaz:
https://doaj.org/article/eca926e7efdd43cd916ed22caeaddb61
Publikováno v:
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining.
Graph summarization via node grouping is a popular method to build concise graph representations by grouping nodes from the original graph into supernodes and encoding edges into superedges such that the loss of adjacency information is minimized. Su
Publikováno v:
Proceedings of the 31st ACM International Conference on Information & Knowledge Management.
Linear classifiers are well-known to be vulnerable to adversarial attacks: they may predict incorrect labels for input data that are adversarially modified with small perturbations. However, this phenomenon has not been properly understood in the con
Distance oracles answer shortest-path queries between any pair of nodes in a graph. They are often built using succinct graph representations such as spanners, sketches, and compressors to minimize oracle size and query answering latency. Node embedd
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dbbdd28c91146d339a4455e7182771db
http://hdl.handle.net/10138/349517
http://hdl.handle.net/10138/349517
Publikováno v:
Proceedings of the International AAAI Conference on Web and Social Media. 10:58-60
Wikipedia follows an open editing model that allows anyone to edit any entry. This has led to questions about the credibility and quality of information on it. Yet, it remains one of the most widely visited online encyclopedias. In this paper, we pre
Publikováno v:
WWW
Stack Overflow, a Q&A site on programming, awards reputation points and badges (game elements) to users on performing various actions. Situating our work in Digital Signaling Theory, we investigate the role of these game elements in characterizing so
Publikováno v:
WWW (Companion Volume)
Our work considers leveraging crowd signals for detecting fake news and is motivated by tools recently introduced by Facebook that enable users to flag fake news. By aggregating users' flags, our goal is to select a small subset of news every day, se
Autor:
Navjyoti Singh, Arpit Merchant
Publikováno v:
CODS
Due to the large quantity and diversity of content being easily available to users, recommender systems (RS) have become an integral part of nearly every online system. They allow users to resolve the information overload problem by proactively gener
Publikováno v:
WWW (Companion Volume)
Trust plays an important role in the effective working of Social Machines by allowing for cooperative behaviour amongst human and digital components of the system. A detailed study of trust helps in gaining insights into the working of social machine
Publikováno v:
ACM Transactions on Intelligent Systems & Technology; Oct2024, Vol. 15 Issue 5, p1-33, 33p