Manasi Vartak

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 11

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

CoRR

EDBT

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Manasi Vartak
From ML Models to Intelligent Applications: The Rise of MLOps. Proc. VLDB Endow. 14 (13) (2021)
Theodoros Rekatsinas, Sudeepa Roy, Manasi Vartak, Ce Zhang, Neoklis Polyzotis
Opportunities for Data Management Research in the Era of Horizontal AI/ML. Proc. VLDB Endow. 12 (12) (2019)
Sebastian Schelter, Neoklis Polyzotis, Manasi Vartak, Stephan Seufert
DEEM 2019: Workshop on Data Management for End-to-End Machine Learning. SIGMOD Conference (2019)
Manasi Vartak, Samuel Madden
MODELDB: Opportunities and Challenges in Managing Machine Learning Models. IEEE Data Eng. Bull. 41 (4) (2018)
Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden
Smallify: Learning Network Size while Training. CoRR (2018)
Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis. SIGMOD Conference (2018)
Manasi Vartak, Arvind Thiagarajan, Conrado Miranda, Jeshua Bratman, Hugo Larochelle
A Meta-Learning Perspective on Cold-Start Recommendations for Items. NIPS (2017)
Manasi Vartak
MODELDB: A System for Machine Learning Model Management. CIDR (2017)
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
Towards Visualization Recommendation Systems. SIGMOD Rec. 45 (4) (2016)
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden
Refinement Driven Processing of Aggregation Constrained Queries. EDBT (2016)
Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia
ModelDB: a system for machine learning model management. HILDA@SIGMOD (2016)
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 8 (12) (2015)
Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics. Proc. VLDB Endow. 8 (13) (2015)
Rebecca Taft, Manasi Vartak, Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, Michael Stonebraker
GenBase: a complex analytics genomics benchmark. SIGMOD Conference (2014)
Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
SEEDB: Automatically Generating Query Visualizations. Proc. VLDB Endow. 7 (13) (2014)
Manasi Vartak, Samuel Madden
CHIC: a combination-based recommendation system. SIGMOD Conference (2013)
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner
QRelX: generating meaningful queries that provide cardinality assurance. SIGMOD Conference (2010)
Leena M. Razzaq, Jozsef Patvarczki, Shane F. Almeida, Manasi Vartak, Mingyu Feng, Neil T. Heffernan, Kenneth R. Koedinger
The ASSISTment Builder: Supporting the Life Cycle of Tutoring System Content Creation. IEEE Trans. Learn. Technol. 2 (2) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Manasi Vartak