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Aditya Parameswaran · Study
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Author
Aditya Parameswaran
18 works
· latest 2022
· 4 institutions
cluster: provisional
ORCID 0000-0002-4538-4752
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Citations
889
Works here
18
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22
Most cited in this library
Accelerating Human-in-the-loop Machine Learning
2018 · 120 citations
DataHub: Collaborative Data Science & Dataset Version Management at Scale
2014 · 110 citations
Fuzzy Joins Using MapReduce
2012 · 107 citations
Active sampling for entity matching
2012 · 88 citations
Blogs as Predictors of Movie Success
2009 · 82 citations
Works
18 shown
Bolt-on, Compact, and Rapid Program Slicing for Notebooks
Proceedings of the VLDB Endowment
·
2022
·
5 authors
18
citations
Production Machine Learning Pipelines
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2021
·
4 authors
·
other
·
Open access
65
citations
Fine-grained lineage for safer notebook interactions
Proceedings of the VLDB Endowment
·
2021
·
6 authors
·
Open access
45
citations
Helix: Holistic Optimization for Accelerating Iterative Machine Learning
arXiv (Cornell University)
·
2018
·
6 authors
·
preprint
·
Open access
7
citations
HELIX
Proceedings of the VLDB Endowment
·
2018
·
6 authors
48
citations
H elix
Proceedings of the VLDB Endowment
·
2018
·
1 author
·
Open access
21
citations
Accelerating Human-in-the-loop Machine Learning
Workshop on Data Management for End-to-End Machine Learning (DEEM)
·
2018
·
6 authors
·
other
·
Open access
120
citations
Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities
arXiv (Cornell University)
·
2018
·
6 authors
·
preprint
·
Open access
19
citations
Principles of dataset versioning
Proceedings of the VLDB Endowment
·
2015
·
5 authors
·
Open access
76
citations
Collaborative data analytics with DataHub
Proceedings of the VLDB Endowment
·
2015
·
9 authors
·
Open access
55
citations
Towards a unified query language for provenance and versioning
arXiv (Cornell University)
·
2015
·
6 authors
·
preprint
·
Open access
7
citations
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff
arXiv (Cornell University)
·
2015
·
5 authors
·
preprint
·
Open access
9
citations
GeoHashViz
XSEDE Conference (XSEDE)
·
2015
·
3 authors
·
other
3
citations
DataHub: Collaborative Data Science & Dataset Version Management at Scale
arXiv (Cornell University)
·
2014
·
7 authors
·
preprint
·
Open access
110
citations
Big data
XRDS Crossroads The ACM Magazine for Students
·
2012
·
3 authors
9
citations
Active sampling for entity matching
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2012
·
4 authors
·
other
88
citations
Fuzzy Joins Using MapReduce
Proceedings - International Conference on Data Engineering
·
2012
·
5 authors
·
other
·
Open access
107
citations
Blogs as Predictors of Movie Success
Proceedings of the International AAAI Conference on Web and Social Media
·
2009
·
3 authors
·
other
·
Open access
82
citations