Shanmukha Guttula

Researcher, International Business Machines

Joined

April 2023

Names

Shanmukha Guttula (Preferred)

Shanmukha C. Guttula

Emails

****@in.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2017 – Present

Undergrad student

Indian Institute of Technology (iitm.ac.in)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Scaling Granite Code Models to 128K Context
Matt Stallone, Vaibhav Saxena, Leonid Karlinsky, Bridget McGinn, Tim Bula, Mayank Mishra, Adriana Meza Soria, Gaoyuan Zhang, Aditya Prasad, Yikang Shen, Saptha Surendran, Shanmukha C. Guttula, Hima Patel, Parameswaran Selvam, Xuan-Hong Dang, Yan Koyfman, Atin Sood, Rogério Feris, Nirmit Desai, David D. Cox et al. (2 additional authors not shown)
- CoRR 2024
- Readers: Everyone
A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks
Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti
- ACM J. Data Inf. Qual. 2023
- Readers: Everyone
Overview and Importance of Data Quality for Machine Learning Tasks
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems
Nischal Ashok Kumar, Nitin Gupta, Shanmukha C. Guttula, Hima Patel
- CoRR 2023
- Readers: Everyone
Automatic Assessment of Quality of your Data for AI
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
- 2022 (modified: 23 Dec 2022)
- COMAD/CODS 2022
- Readers: Everyone
Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems
Hima Patel, Shanmukha C. Guttula, Ruhi Sharma Mittal, Naresh Manwani, Laure Berti-Équille, Abhijit Manatkar
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- KDD 2022
- Readers: Everyone
Development of an Enterprise-Grade Contract Understanding System
Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu
- 2021 (modified: 12 Nov 2021)
- NAACL-HLT (Industry Papers) 2021
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- CoRR 2021
- Readers: Everyone
Data Quality for Machine Learning Tasks
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
- Published: 01 Jan 2021, Last Modified: 12 Sept 2023
- KDD 2021
- Readers: Everyone
Overview and Importance of Data Quality for Machine Learning Tasks
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- KDD 2020
- Readers: Everyone

View all 11 publications

Co-Authors

View all 63 co-authors