Search Results for author: Aakash Srinivasan

Found 2 papers, 1 papers with code

Integrating Lexical Knowledge in Word Embeddings using Sprinkling and Retrofitting

no code implementations14 Dec 2019 Aakash Srinivasan, Harshavardhan Kamarthi, Devi Ganesan, Sutanu Chakraborti

Past works have attempted to improve these embeddings by incorporating semantic knowledge from lexical resources like WordNet.

Word Embeddings

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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