Suparna Bhattacharya

Orcid: 0000-0001-9541-4027

According to our database1, Suparna Bhattacharya authored at least 29 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines.
IEEE Internet Comput., 2024

Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling.
CoRR, 2024

VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI.
CoRR, 2024

LLM-Guided Counterfactual Data Generation for Fairer AI.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023
Trustworthy AI and Data Lineage.
IEEE Internet Comput., 2023

Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

From Roots to Fruits: Exploring Lineage for Dataset Recommendations.
Proceedings of the Second ACM Data Economy Workshop, 2023

Dataset Efficient Training with Model Ensembling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection.
CoRR, 2022

Self-learning Data Foundation for Scientific AI.
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.
CoRR, 2021

Finding High-Value Training Data Subset Through Differentiable Convex Programming.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Data-Aware Storage Tiering for Deep Learning.
Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Multi-criteria online frame-subset selection for autonomous vehicle videos.
Pattern Recognit. Lett., 2020

GradeSense: Gradation Aware Storage for Robust Activity Recognition in a Multimodal Smarthome.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

2018
Store-Edge RippleStream: Versatile Infrastructure for IoT Data Transfer.
Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

2016
SEeSAW - Similarity Exploiting Storage for Accelerating Analytics Workflows.
Proceedings of the 8th USENIX Workshop on Hot Topics in Storage and File Systems, 2016

2014
Effective switch memory management in OpenFlow networks.
Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

2013
Combining concern input with program analysis for bloat detection.
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.
Proceedings of the 30th International Conference on Machine Learning, 2013

Enterprise context: a rich source of requirements for context-oriented programming.
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.
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?
Computer, 2011

The interplay of software bloat, hardware energy proportionality and system bottlenecks.
Proceedings of the 4th Workshop on Power-Aware Computing and Systems, 2011

Virtually Cool Ternary Content Addressable Memory.
Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Reuse, Recycle to De-bloat Software.
Proceedings of the ECOOP 2011 - Object-Oriented Programming, 2011

2007
Ext4: The Next Generation of Ext2/3 Filesystem.
Proceedings of the 2007 Linux Storage & Filesystem Workshop, 2007

2002
Coordinating backup/recovery and data consistency between database and file systems.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002


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