Sonal Kumari

According to our database, Sonal Kumari authored at least 13 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2021

EmpLite: A Lightweight Sequence Labeling Model for Emphasis Selection of Short Texts.

Vibhav Agarwal, Sourav Ghosh, Kranti Chalamalasetti, Bharath Challa, Sonal Kumari, Harshavardhana, Barath Raj Kandur Raja

CoRR, 2021

LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning.

Sonal Kumari, Vibhav Agarwal, Bharath Challa, Kranti Chalamalasetti, Sourav Ghosh, Harshavardhana, Barath Raj Kandur Raja

Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

2020

Parallel SLINK for big data.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal

Int. J. Data Sci. Anal., 2020

Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models.

Sonal Kumari

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

2019

μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality.

Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2017

Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms.

Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017

2016

A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering.

Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering.

Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

Parallelizing OPTICS for Commodity Clusters.

Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa

Proceedings of the 2015 International Conference on Distributed Computing and Networking, 2015

Parallel Framework for Efficient k-means Clustering.

Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal

Proceedings of the 8th Annual ACM India Conference, Ghaziabad, India, October 29-31, 2015, 2015

2014

Parallelizing OPTICS for multicore systems.

Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 7th ACM India Computing Conference, 2014