Sonal Kumari

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 13

Top Topics

Nearest Neighbor

Spatial Locality

Top Venues

Publications

Sonal Kumari, Vibhav Agarwal, Bharath Challa, Kranti Chalamalasetti, Sourav Ghosh, Harshavardhana, Barath Raj Kandur Raja
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning. ICSC (2021)
Sonal Kumari, Vibhav Agarwal, Bharath Challa, Kranti Chalamalasetti, Sourav Ghosh, Harshavardhana, Barath Raj Kandur Raja
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning. CoRR (2021)
Vibhav Agarwal, Sourav Ghosh, Kranti Chalamalasetti, Bharath Challa, Sonal Kumari, Harshavardhana, Barath Raj Kandur Raja
EmpLite: A Lightweight Sequence Labeling Model for Emphasis Selection of Short Texts. CoRR (2021)
Sonal Kumari
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models. SemEval@COLING (2020)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal
Parallel SLINK for big data. Int. J. Data Sci. Anal. 9 (3) (2020)
Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal
μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality. CLUSTER (2019)
Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. ICDCN (2017)
Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal
Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. HiPC (2016)
Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. DSAA (2016)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality. HPCC/SmartCity/DSS (2016)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam
Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. CLUSTER (2016)
Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa
Parallelizing OPTICS for Commodity Clusters. ICDCN (2015)
Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal
Parallel Framework for Efficient k-means Clustering. COMPUTE (2015)
Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
Parallelizing OPTICS for multicore systems. COMPUTE (2014)