Manasi Vartak - RankMe

20 papers A 1B 1Journal 9Unranked 7

Year	Rank	Type	Title / 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