Meghana Kshirsagar

According to our database, Meghana Kshirsagar authored at least 10 papers between 2011 and 2023.

Collaborative distances:

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

2023

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data.

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa

CoRR, 2023

2021

An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises.

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres

CoRR, 2021

Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 - human interactome.

Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman, Judith Klein-Seetharaman

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

Becoming Good at AI for Good.

Meghana Kshirsagar, Caleb Robinson, Siyu Yang, Shahrzad Gholami, Ivan S. 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

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2017

Multitask Matrix Completion for Learning Protein Interactions Across Diseases.

Meghana Kshirsagar, Keerthiram Murugesan, Jaime G. Carbonell, Judith Klein-Seetharaman

J. Comput. Biol., 2017

Learning Task Clusters via Sparsity Grouped Multitask Learning.

Meghana Kshirsagar, Eunho Yang, Aurélie C. Lozano

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2015

Frame-Semantic Role Labeling with Heterogeneous Annotations.

Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013

Multitask learning for host-pathogen protein interactions.

Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman

Bioinform., 2013

2012

Techniques to cope with missing data in host-pathogen protein interaction prediction.

Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman

Bioinform., 2012

2011

Virus interactions with human signal transduction pathways.

Zhongming Zhao, Junfeng Xia, Oznur Tastan, Irtisha Singh, Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman

Int. J. Comput. Biol. Drug Des., 2011