Saikat Dutta

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Novice Programmers

Sensitivity Analysis

Machine Learning

Top Venues

ESEC/SIGSOFT FSE

Innov. Syst. Softw. Eng.

Publications

Zixin Huang, Saikat Dutta, Sasa Misailovic
Debugging convergence problems in probabilistic programs via program representation learning with SixthSense. Int. J. Softw. Tools Technol. Transf. 26 (3) (2024)
Chunqiu Steven Xia, Saikat Dutta, Sasa Misailovic, Darko Marinov, Lingming Zhang
Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests. ICSE (2023)
Zixin Huang, Saikat Dutta, Sasa Misailovic
ASTRA: Understanding the practical impact of robustness for probabilistic programs. UAI (2023)
Saikat Dutta, Anshul Arunachalam, Sasa Misailovic
To Seed or Not to Seed? An Empirical Analysis of Usage of Seeds for Testing in Machine Learning Projects. ICST (2022)
Zixin Huang, Saikat Dutta, Sasa Misailovic
Automated quantized inference for probabilistic programs with AQUA. Innov. Syst. Softw. Eng. 18 (3) (2022)
Saikat Dutta, Zixin Huang, Sasa Misailovic
SixthSense: Debugging Convergence Problems in Probabilistic Programs via Program Representation Learning. FASE (2022)
Zixin Huang, Saikat Dutta, Sasa Misailovic
AQUA: Automated Quantized Inference for Probabilistic Programs. ATVA (2021)
Saikat Dutta, August Shi, Sasa Misailovic
FLEX: fixing flaky tests in machine learning projects by updating assertion bounds. ESEC/SIGSOFT FSE (2021)
Saikat Dutta, Jeeva Selvam, Aryaman Jain, Sasa Misailovic
TERA: optimizing stochastic regression tests in machine learning projects. ISSTA (2021)
Saikat Dutta, August Shi, Rutvik Choudhary, Zhekun Zhang, Aryaman Jain, Sasa Misailovic
Detecting flaky tests in probabilistic and machine learning applications. ISSTA (2020)
Saikat Dutta, Wenxian Zhang, Zixin Huang, Sasa Misailovic
Storm: program reduction for testing and debugging probabilistic programming systems. ESEC/SIGSOFT FSE (2019)
Saikat Dutta, Owolabi Legunsen, Zixin Huang, Sasa Misailovic
Testing probabilistic programming systems. ESEC/SIGSOFT FSE (2018)
Bernard Nongpoh, Rajarshi Ray, Saikat Dutta, Ansuman Banerjee
AutoSense: A Framework for Automated Sensitivity Analysis of Program Data. IEEE Trans. Software Eng. 43 (12) (2017)
Saikat Dutta, Moumita Das, Ansuman Banerjee
Enhancing branch prediction using software evolution. NAS (2015)
Saikat Dutta, Soumi Chattopadhyay, Ansuman Banerjee, Pallab Dasgupta
A New Approach for Minimal Environment Construction for Modular Property Verification. ATS (2015)
Soumi Chattopadhyay, Saikat Dutta, Ansuman Banerjee
A Framework for Fast Service Verification and Query Execution for Boolean Service Rules. APSCC (2015)
Nehul Jain, Saikat Dutta, Ansuman Banerjee, Anil Kumar Ghosh, Lihua Xu, Huibiao Zhu
Using Daikon to Prioritize and Group Unit Bugs. FACS (2013)