Search Results for author: Anasua Mitra

Found 5 papers, 3 papers with code

TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge

no code implementations Findings (NAACL) 2022 Bornali Phukon, Anasua Mitra, Ranbir Sanasam, Priyankoo Sarmah

In a taxonomy like WordNet, both merge and attach are integral parts of the expansion operations but majority of study consider them separately.

Taxonomy Expansion

Semi-Supervised Deep Learning for Multiplex Networks

1 code implementation5 Oct 2021 Anasua Mitra, Priyesh Vijayan, Ranbir Sanasam, Diganta Goswami, Srinivasan Parthasarathy, Balaraman Ravindran

Multiplex networks are complex graph structures in which a set of entities are connected to each other via multiple types of relations, each relation representing a distinct layer.

Representation Learning

Network Representation Learning: Consolidation and Renewed Bearing

1 code implementation2 May 2019 Saket Gurukar, Priyesh Vijayan, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel, Balaraman Ravindran, Srinivasan Parthasarathy

An important area of research that has emerged over the last decade is the use of graphs as a vehicle for non-linear dimensionality reduction in a manner akin to previous efforts based on manifold learning with uses for downstream database processing, machine learning and visualization.

Dimensionality Reduction General Classification +3

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