Search Results for author: Souvik Banerjee

Found 5 papers, 1 papers with code

Generalised Spherical Text Embedding

no code implementations30 Nov 2022 Souvik Banerjee, Bamdev Mishra, Pratik Jawanpuria, Manish Shrivastava

The proposed modelling and the novel similarity metric exploits the matrix structure of embeddings.

Clustering Document Classification +1

Dark bubbles and black holes

no code implementations3 Feb 2021 Souvik Banerjee, Ulf Danielsson, Suvendu Giri

In this paper we study shells of matter and black holes on the expanding bubbles realizing de Sitter space, that were proposed in arXiv:1807. 01570.

High Energy Physics - Theory General Relativity and Quantum Cosmology

Handling Missingness Value on Jointly Measured Time-Course and Time-to-event Data

no code implementations7 Jan 2021 Gajendra K. Vishwakarma, Atanu Bhattacharjee, Souvik Banerjee

Joint modeling technique is a recent advancement in effectively analyzing the longitudinal history of patients with the occurrence of an event of interest attached to it.

Imputation Methodology Applications 62P10

Word Embeddings as Tuples of Feature Probabilities

no code implementations WS 2020 Siddharth Bhat, Alok Debnath, Souvik Banerjee, Manish Shrivastava

In this paper, we provide an alternate perspective on word representations, by reinterpreting the dimensions of the vector space of a word embedding as a collection of features.

Word Embeddings

Rainblock: Faster Transaction Processing in Public Blockchains

1 code implementation25 Sep 2019 Soujanya Ponnapalli, Aashaka Shah, Amy Tai, Souvik Banerjee, Vijay Chidambaram, Dahlia Malkhi, Michael Wei

Public blockchains like Ethereum use Merkle trees to verify transactions received from untrusted servers before applying them to the blockchain.

Distributed, Parallel, and Cluster Computing

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