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ORCIDSoundar Srinivasan
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2020 – today
- 2024
[i7]Emmanuel Aboah Boateng, Cassiano O. Becker, Nabiha Asghar, Kabir Walia, Ashwin Srinivasan, Ehi Nosakhare, Victor Dibia, Soundar Srinivasan:
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. CoRR abs/2408.09365 (2024)- 2021
- [j2]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:
PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost! Proc. VLDB Endow. 14(13): 3362-3375 (2021) - [i6]Amit Gupte, Alexey Romanov, Sahitya Mantravadi, Dalitso Banda, Jianjie Liu, Raza Khan, Lakshmanan Ramu Meenal, Benjamin Han, Soundar Srinivasan:
Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents. CoRR abs/2108.02899 (2021) - 2020
- [c3]Pulkit Sharma, Shezan Rohinton Mirzan, Apurva Bhandari, Anish Pimpley, Abhiram Eswaran, Soundar Srinivasan, Liqun Shao:
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter. ER (Workshops) 2020: 35-45 - [i5]Subhro Das, Prasanth Lade, Soundar Srinivasan:
Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift. CoRR abs/2002.04094 (2020) - [i4]Liqun Shao, Sahitya Mantravadi, Tom Manzini, Alejandro Buendia, Manon Knoertzer, Soundar Srinivasan, Chris Quirk:
Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation. CoRR abs/2006.05469 (2020) - [i3]Pulkit Sharma, Shezan Rohinton Mirzan, Apurva Bhandari, Anish Pimpley, Abhiram Eswaran, Soundar Srinivasan, Liqun Shao:
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter. CoRR abs/2010.06734 (2020)
2010 – 2019
- 2019
- [c2]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:
Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. SoCC 2019: 441-452 - [i2]Liqun Shao, Yiwen Zhu, Abhiram Eswaran, Kristin Lieber, Janhavi Suresh Mahajan, Minsoo Thigpen, Sudhir Darbha, Siqi Liu, Subru Krishnan, Soundar Srinivasan, Carlo Curino, Konstantinos Karanasos:
Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. CoRR abs/1908.09048 (2019) - 2017
- [j1]Prasanth Lade, Rumi Ghosh, Soundar Srinivasan:
Manufacturing Analytics and Industrial Internet of Things. IEEE Intell. Syst. 32(3): 74-79 (2017) - 2016
- [i1]Charmgil Hong, Rumi Ghosh, Soundar Srinivasan:
Dealing with Class Imbalance using Thresholding. CoRR abs/1607.02705 (2016) - 2015
- [c1]Goktug T. Cinar
, Jeffrey Thompson, Soundar Srinivasan:
Cost-sensitive optimization of automated inspection. IEEE BigData 2015: 1211-1219
Coauthor Index
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