Soundar Srinivasan

According to our database, Soundar Srinivasan authored at least 10 papers between 2015 and 2024.

Collaborative distances:

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

2024

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, Victor Dibia, Soundar Srinivasan

CoRR, 2024

2021

PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost!

H. M. Sajjad Hossain, Marc T. Friedman, Hiren Patel, Shi Qiao, Soundar Srinivasan, Markus Weimer, Remmelt Ammerlaan, Lucas Rosenblatt, Gilbert Antonius, Peter Orenberg, Vijay Ramani, Abhishek Roy, Irene Shaffer, Alekh Jindal

Proc. VLDB Endow., 2021

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

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

Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift.

Subhro Das, Prasanth Lade, Soundar Srinivasan

CoRR, 2020

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

Proceedings of the Advances in Conceptual Modeling, 2020

2019

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

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2017

Manufacturing Analytics and Industrial Internet of Things.

Prasanth Lade, Rumi Ghosh, Soundar Srinivasan

IEEE Intell. Syst., 2017

2016

Dealing with Class Imbalance using Thresholding.

Charmgil Hong, Rumi Ghosh, Soundar Srinivasan

CoRR, 2016

2015

Cost-sensitive optimization of automated inspection.

Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015