Suparna Bhattacharya

According to our database, Suparna Bhattacharya authored at least 29 papers between 2002 and 2024.

Collaborative distances:

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

2024

Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines.

Ann Mary Justine Koomthanam, Aalap Tripathy, Sergey Serebryakov, Gyanaranjan Nayak, Martin Foltin, Suparna Bhattacharya

IEEE Internet Comput., 2024

Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling.

Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam, Arpit Shah, James Lim, Soon Yee Wong, Foltin Martin, Suparna Bhattacharya

CoRR, 2024

VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI.

Soumi Das, Shubhadip Nag, Shreyyash Sharma, Suparna Bhattacharya, Sourangshu Bhattacharya

CoRR, 2024

LLM-Guided Counterfactual Data Generation for Fairer AI.

Ashish Mishra, Gyanaranjan Nayak, Suparna Bhattacharya, Tarun Kumar, Arpit Shah, Martin Foltin

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023

Trustworthy AI and Data Lineage.

Elisa Bertino, Suparna Bhattacharya, Elena Ferrari, Dejan S. Milojicic

IEEE Internet Comput., 2023

Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning.

Gayathri Saranathan, Martin Foltin, Aalap Tripathy, Maxim A. Ziatdinov, Ann Mary Justine Koomthanam, Suparna Bhattacharya, Ayana Ghosh, Kevin Roccapriore, Sreenivas Rangan Sukumar, Paolo Faraboschi

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

From Roots to Fruits: Exploring Lineage for Dataset Recommendations.

Tarun Kumar, Arpit Shah, Ashish Mishra, Suparna Bhattacharya, Arun Mahendran, Ted Dunning, Glyn Bowden

Proceedings of the Second ACM Data Economy Workshop, 2023

Dataset Efficient Training with Model Ensembling.

Yeonju Ro, Cong Xu, Agnieszka Ciborowska, Suparna Bhattacharya, Frankie Li, Martin Foltin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection.

Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya

CoRR, 2022

Self-learning Data Foundation for Scientific AI.

Annmary Justine, Sergey Serebryakov, Cong Xu, Aalap Tripathy, Suparna Bhattacharya, Paolo Faraboschi, Martin Foltin

Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022

2021

Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving.

Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya

CoRR, 2021

Finding High-Value Training Data Subset Through Differentiable Convex Programming.

Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Data-Aware Storage Tiering for Deep Learning.

Cong Xu, Suparna Bhattacharya, Martin Foltin, Suren Byna, Paolo Faraboschi

Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving.

Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multi-criteria online frame-subset selection for autonomous vehicle videos.

Soumi Das, Sayan Mandal, Ashwin Bhoyar, Madhumita Bharde, Niloy Ganguly, Suparna Bhattacharya, Sourangshu Bhattacharya

Pattern Recognit. Lett., 2020

GradeSense: Gradation Aware Storage for Robust Activity Recognition in a Multimodal Smarthome.

Madhumita Mallick, Niloy Ganguly, Suparna Bhattacharya

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

2018

Store-Edge RippleStream: Versatile Infrastructure for IoT Data Transfer.

Madhumita Bharde, Annmary Justine K, Suparna Bhattacharya, Dileep Deepa Shree

Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

2016

SEeSAW - Similarity Exploiting Storage for Accelerating Analytics Workflows.

Kalapriya Kannan, Suparna Bhattacharya, Kumar Raj, Muthukumar Murugan, Doug Voigt

Proceedings of the 8th USENIX Workshop on Hot Topics in Storage and File Systems, 2016

2014

Effective switch memory management in OpenFlow networks.

Anilkumar Vishnoi, Rishabh Poddar, Vijay Mann, Suparna Bhattacharya

Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

2013

Combining concern input with program analysis for bloat detection.

Suparna Bhattacharya, Kanchi Gopinath, Mangala Gowri Nanda

Proceedings of the 2013 ACM SIGPLAN International Conference on Object Oriented Programming Systems Languages & Applications, 2013

Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically.

Mrinal Kanti Das, Suparna Bhattacharya, Chiranjib Bhattacharyya, Kanchi Gopinath

Proceedings of the 30th International Conference on Machine Learning, 2013

Enterprise context: a rich source of requirements for context-oriented programming.

Sam S. Adams, Suparna Bhattacharya, Bob Friedlander, John Gerken, Doug Kimelman, Jim Kraemer, Harold Ossher, John T. Richards, David M. Ungar, Mark N. Wegman

Proceedings of the 5th International Workshop on Context-Oriented Programming, 2013

2012

Does lean imply green?: a study of the power performance implications of Java runtime bloat.

Suparna Bhattacharya, Karthick Rajamani, Kanchi Gopinath, Manish Gupta

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

2011

Software Bloat and Wasted Joules: Is Modularity a Hurdle to Green Software?

Suparna Bhattacharya, Kanchi Gopinath, Karthick Rajamani, Manish Gupta

Computer, 2011

The interplay of software bloat, hardware energy proportionality and system bottlenecks.

Suparna Bhattacharya, Karthick Rajamani, K. Gopinath, Manish Gupta

Proceedings of the 4th Workshop on Power-Aware Computing and Systems, 2011

Virtually Cool Ternary Content Addressable Memory.

Suparna Bhattacharya, Kanchi Gopinath

Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Reuse, Recycle to De-bloat Software.

Suparna Bhattacharya, Mangala Gowri Nanda, Kanchi Gopinath, Manish Gupta

Proceedings of the ECOOP 2011 - Object-Oriented Programming, 2011

2007

Ext4: The Next Generation of Ext2/3 Filesystem.

Mingming Cao, Suparna Bhattacharya, Ted Ts'o

Proceedings of the 2007 Linux Storage & Filesystem Workshop, 2007

2002

Coordinating backup/recovery and data consistency between database and file systems.

Suparna Bhattacharya, C. Mohan, Karen Brannon, Inderpal Narang, Hui-I Hsiao, Mahadevan Subramanian

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002