Manasi Vartak

20 papers A 1B 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2021 J jnl
From ML Models to Intelligent Applications: The Rise of MLOps.
Proc. VLDB Endow.
Manasi Vartak
2019 — conf
DEEM 2019: Workshop on Data Management for End-to-End Machine Learning.
SIGMOD Conference
Sebastian Schelter, Neoklis Polyzotis, Manasi Vartak, Stephan Seufert
2019 J jnl
Opportunities for Data Management Research in the Era of Horizontal AI/ML.
Proc. VLDB Endow.
Theodoros Rekatsinas, Sudeepa Roy, Manasi Vartak, Ce Zhang, Neoklis Polyzotis
2019 — ed.
Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2019, Amsterdam, The Netherlands, June 30, 2019
DEEM@SIGMOD
Sebastian Schelter, Neoklis Polyzotis, Stephan Seufert, Manasi Vartak
2018 — —
Infrastructure for model management and model diagnosis.
Manasi Vartak
2018 — conf
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis.
SIGMOD Conference
Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia
2018 J jnl
MODELDB: Opportunities and Challenges in Managing Machine Learning Models.
IEEE Data Eng. Bull.
Manasi Vartak, Samuel Madden
2018 J jnl
Smallify: Learning Network Size while Training.
CoRR
Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden
2017 — conf
A Meta-Learning Perspective on Cold-Start Recommendations for Items.
NIPS
Manasi Vartak, Arvind Thiagarajan, Conrado Miranda, Jeshua Bratman, Hugo Larochelle
2017 A conf
MODELDB: A System for Machine Learning Model Management.
CIDR
Manasi Vartak
2016 — conf
ModelDB: a system for machine learning model management.
HILDA@SIGMOD
Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia
2016 B conf
Refinement Driven Processing of Aggregation Constrained Queries.
EDBT
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden
2016 J jnl
Towards Visualization Recommendation Systems.
SIGMOD Rec.
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
2015 J jnl
A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow.
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
2015 J jnl
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.
Proc. VLDB Endow.
Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
2014 — conf
GenBase: a complex analytics genomics benchmark.
SIGMOD Conference
Rebecca Taft, Manasi Vartak, Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, Michael Stonebraker
2014 J jnl
SEEDB: Automatically Generating Query Visualizations.
Proc. VLDB Endow.
Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis
2013 — conf
CHIC: a combination-based recommendation system.
SIGMOD Conference
Manasi Vartak, Samuel Madden
2010 — conf
QRelX: generating meaningful queries that provide cardinality assurance.
SIGMOD Conference
Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner
2009 J jnl
The ASSISTment Builder: Supporting the Life Cycle of Tutoring System Content Creation.
IEEE Trans. Learn. Technol.
Leena M. Razzaq, Jozsef Patvarczki, Shane F. Almeida, Manasi Vartak, Mingyu Feng, Neil T. Heffernan, Kenneth R. Koedinger