Cost-sensitive optimization of automated inspection. - Goktug T. Cinar; Jeffrey Thompson; Soundar Srinivasan (IEEE BigData, 2015)

Dealing with Class Imbalance using Thresholding. - Charmgil Hong; Rumi Ghosh; Soundar Srinivasan (CoRR, 2016)

Manufacturing Analytics and Industrial Internet of Things. - Prasanth Lade; Rumi Ghosh; Soundar Srinivasan (IEEE Intell. Syst., 2017)

Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. - Liqun Shao; Yiwen Zhu; Siqi Liu; Abhiram Eswaran; Kristin Lieber; Janhavi Suresh Mahajan; Minsoo Thigpen; Sudhir Darbha; Subru Krishnan; Soundar Srinivasan; Carlo Curino; Konstantinos Karanasos (SoCC, 2019)

Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter. - Pulkit Sharma; Shezan Rohinton Mirzan; Apurva Bhandari; Anish Pimpley; Abhiram Eswaran; Soundar Srinivasan; Liqun Shao (ER (Workshops), 2020)

Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift. - Subhro Das; Prasanth Lade; Soundar Srinivasan (CoRR, 2020)

Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation. - Liqun Shao; Sahitya Mantravadi; Tom Manzini; Alejandro Buendia; Manon Knoertzer; Soundar Srinivasan; Chris Quirk (CoRR, 2020)

Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents. - Amit Gupte; Alexey Romanov; Sahitya Mantravadi; Dalitso Banda; Jianjie Liu; Raza Khan; Lakshmanan Ramu Meenal; Benjamin Han; Soundar Srinivasan (CoRR, 2021)

PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost! - H. M. Sajjad Hossain; Marc T. Friedman; Hiren Patel; Shi Qiao 001; Soundar Srinivasan; Markus Weimer; Remmelt Ammerlaan; Lucas Rosenblatt; Gilbert Antonius; Peter Orenberg; Vijay Ramani; Abhishek Roy 008; et al. (Proc. VLDB Endow., 2021)

Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. - Emmanuel Aboah Boateng; Cassiano O. Becker; Nabiha Asghar; Kabir Walia; Ashwin Srinivasan; Ehi Nosakhare; Soundar Srinivasan; Victor Dibia (NAACL (Industry Track), 2025)