Sanya Chaba

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Semi Supervised

Generative Model

Data Generation

Labeled Examples

Top Venues

SIGMOD Conference

ACM J. Data Inf. Qual.

Publications

Renzhi Wu, Nilaksh Das, Sanya Chaba, Sakshi Gandhi, Duen Horng Chau, Xu Chu
A Cluster-then-label Approach for Few-shot Learning with Application to Automatic Image Data Labeling. ACM J. Data Inf. Qual. 14 (3) (2022)
Nilaksh Das, Sanya Chaba, Renzhi Wu, Sakshi Gandhi, Duen Horng Chau, Xu Chu
GOGGLES: Automatic Image Labeling with Affinity Coding. SIGMOD Conference (2020)
Renzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan
ZeroER: Entity Resolution using Zero Labeled Examples. SIGMOD Conference (2020)
Nilaksh Das, Sanya Chaba, Sakshi Gandhi, Duen Horng Chau, Xu Chu
GOGGLES: Automatic Training Data Generation with Affinity Coding. CoRR (2019)
Renzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan
AutoER: Automated Entity Resolution using Generative Modelling. CoRR (2019)
Joey Allen, Matthew Landen, Sanya Chaba, Yang Ji, Simon Pak Ho Chung, Wenke Lee
Improving Accuracy of Android Malware Detection with Lightweight Contextual Awareness. ACSAC (2018)
Sanya Chaba, Rahul Kumar, Rohan Pant, Mayank Dave
Malware Detection Approach for Android systems Using System Call Logs. CoRR (2017)