Aniya Aggarwal

According to our database, Aniya Aggarwal authored at least 8 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Explainable Data Imputation using Constraints.

Sandeep Hans, Diptikalyan Saha, Aniya Aggarwal

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

Data Synthesis for Testing Black-Box Machine Learning Models.

Diptikalyan Saha, Aniya Aggarwal, Sandeep Hans

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets.

Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha

CoRR, 2021

Testing Framework for Black-box AI Models.

Aniya Aggarwal, Samiulla Shaikh, Sandeep Hans, Swastik Haldar, Rema Ananthanarayanan, Diptikalyan Saha

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

2019

Black box fairness testing of machine learning models.

Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

2018

Automated Test Generation to Detect Individual Discrimination in AI Models.

Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha

CoRR, 2018

2017

Automatic Retrieval of Actionable Information from Disaster-related Microblogs.

Saloni Baweja, Aniya Aggarwal, Vikram Goyal, Sameep Mehta

Proceedings of the Working notes of FIRE 2017, 2017

2014

Chiromancer: a tool for boosting Android application performance.

Samit Anwer, Aniya Aggarwal, Rahul Purandare, Vinayak Naik

Proceedings of the 1st International Conference on Mobile Software Engineering and Systems, 2014