Search Results for author: Soman K. P

Found 8 papers, 0 papers with code

Learning (With) Distributed Optimization

no code implementations10 Aug 2023 Aadharsh Aadhithya A, Abinesh S, Akshaya J, Jayanth M, Vishnu Radhakrishnan, Sowmya V, Soman K. P

This paper provides an overview of the historical progression of distributed optimization techniques, tracing their development from early duality-based methods pioneered by Dantzig, Wolfe, and Benders in the 1960s to the emergence of the Augmented Lagrangian Alternating Direction Inexact Newton (ALADIN) algorithm.

Distributed Optimization

Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm

no code implementations26 Mar 2020 Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, Sowmya V

In this paper, we have applied the logistic growth regression model and genetic algorithm to predict the number of coronavirus infected cases that can be expected in upcoming days in India and also estimated the final size and its peak time of the coronavirus epidemic in India.

regression

Offensive Language Detection: A Comparative Analysis

no code implementations9 Jan 2020 Vyshnav M T, Sachin Kumar S, Soman K. P

The current work focuses on detecting offensive language in English tweets.

Sentence

CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation

no code implementations SEMEVAL 2018 Naveen J R, Hariharan V, Barathi Ganesh H. B., An Kumar M, , Soman K. P

In the task, a predicted emoji based on a piece of Twitter text are labelled under 20 different classes (most commonly used emojis) where these classes are learnt and further predicted are made for unseen Twitter text.

Cultural Vocal Bursts Intensity Prediction Opinion Mining +2

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