Meghana Kshirsagar

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 9

Top Topics

Protein Interaction

Multitask Learning

Semantic Role Labeling

Top Venues

J. Comput. Biol.

Publications

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data. CoRR (2023)
Meghana Kshirsagar, Caleb Robinson, Siyu Yang, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres
Becoming Good at AI for Good. CoRR (2021)
Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman, Judith Klein-Seetharaman
Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 - human interactome. PSB (2021)
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises. CoRR (2021)
Meghana Kshirsagar, Caleb Robinson, Siyu Yang, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres
Becoming Good at AI for Good. AIES (2021)
Meghana Kshirsagar, Eunho Yang, Aurélie C. Lozano
Learning Task Clusters via Sparsity Grouped Multitask Learning. ECML/PKDD (2) (2017)
Meghana Kshirsagar, Keerthiram Murugesan, Jaime G. Carbonell, Judith Klein-Seetharaman
Multitask Matrix Completion for Learning Protein Interactions Across Diseases. J. Comput. Biol. 24 (6) (2017)
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman, Keerthiram Murugesan
Multitask Matrix Completion for Learning Protein Interactions Across Diseases. RECOMB (2016)
Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer
Frame-Semantic Role Labeling with Heterogeneous Annotations. ACL (2) (2015)
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman
Multitask learning for host-pathogen protein interactions. Bioinform. 29 (13) (2013)
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman
Techniques to cope with missing data in host-pathogen protein interaction prediction. Bioinform. 28 (18) (2012)
Zhongming Zhao, Junfeng Xia, Oznur Tastan, Irtisha Singh, Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman
Virus interactions with human signal transduction pathways. Int. J. Comput. Biol. Drug Des. 4 (1) (2011)