Manasi Vartak

According to our database, Manasi Vartak authored at least 19 papers between 2009 and 2021.

Collaborative distances:

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

2021

From ML Models to Intelligent Applications: The Rise of MLOps.

Manasi Vartak

Proc. VLDB Endow., 2021

2019

Opportunities for Data Management Research in the Era of Horizontal AI/ML.

Theodoros Rekatsinas, Sudeepa Roy, Manasi Vartak, Ce Zhang, Neoklis Polyzotis

Proc. VLDB Endow., 2019

DEEM 2019: Workshop on Data Management for End-to-End Machine Learning.

Sebastian Schelter, Neoklis Polyzotis, Manasi Vartak, Stephan Seufert

Proceedings of the 2019 International Conference on Management of Data, 2019

2018

Infrastructure for model management and model diagnosis.

Manasi Vartak

PhD thesis, 2018

MODELDB: Opportunities and Challenges in Managing Machine Learning Models.

Manasi Vartak, Samuel Madden

IEEE Data Eng. Bull., 2018

Smallify: Learning Network Size while Training.

Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden

CoRR, 2018

MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis.

Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

A Meta-Learning Perspective on Cold-Start Recommendations for Items.

Manasi Vartak, Arvind Thiagarajan, Conrado Miranda, Jeshua Bratman, Hugo Larochelle

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

MODELDB: A System for Machine Learning Model Management.

Manasi Vartak

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Towards Visualization Recommendation Systems.

Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran

SIGMOD Rec., 2016

ModelDB: a system for machine learning model management.

Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

Refinement Driven Processing of Aggregation Constrained Queries.

Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.

Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis

Proc. VLDB Endow., 2015

A Demonstration of the BigDAWG Polystore System.

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

Proc. VLDB Endow., 2015

2014

SEEDB: Automatically Generating Query Visualizations.

Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis

Proc. VLDB Endow., 2014

GenBase: a complex analytics genomics benchmark.

Rebecca Taft, Manasi Vartak, Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, Michael Stonebraker

Proceedings of the International Conference on Management of Data, 2014

2013

CHIC: a combination-based recommendation system.

Manasi Vartak, Samuel Madden

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2010

QRelX: generating meaningful queries that provide cardinality assurance.

Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

2009

The ASSISTment Builder: Supporting the Life Cycle of Tutoring System Content Creation.

Leena M. Razzaq, Jozsef Patvarczki, Shane F. Almeida, Manasi Vartak, Mingyu Feng, Neil T. Heffernan, Kenneth R. Koedinger

IEEE Trans. Learn. Technol., 2009