Meghana Kshirsagar

13 papers B 1C 1Misc 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data.
CoRR
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres, Rafael de Sousa
2022 — —
Combine and conquer: methods for multitask learning in biology and language
Meghana Kshirsagar
2021 J jnl
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises.
CoRR
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres
2021 C conf
Becoming Good at AI for Good.
AIES
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
2021 J jnl
Becoming Good at AI for Good.
CoRR
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
2021 Misc conf
Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 - human interactome.
PSB
Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman, Judith Klein-Seetharaman
2017 — conf
Learning Task Clusters via Sparsity Grouped Multitask Learning.
ECML/PKDD (2)
Meghana Kshirsagar, Eunho Yang, Aurélie C. Lozano
2017 J jnl
Multitask Matrix Completion for Learning Protein Interactions Across Diseases.
J. Comput. Biol.
Meghana Kshirsagar, Keerthiram Murugesan, Jaime G. Carbonell, Judith Klein-Seetharaman
2016 B conf
Multitask Matrix Completion for Learning Protein Interactions Across Diseases.
RECOMB
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman, Keerthiram Murugesan
2015 — conf
Frame-Semantic Role Labeling with Heterogeneous Annotations.
ACL (2)
Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer
2013 J jnl
Multitask learning for host-pathogen protein interactions.
Bioinform.
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman
2012 J jnl
Techniques to cope with missing data in host-pathogen protein interaction prediction.
Bioinform.
Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman
2011 J jnl
Virus interactions with human signal transduction pathways.
Int. J. Comput. Biol. Drug Des.
Zhongming Zhao, Junfeng Xia, Öznur Tastan, Irtisha Singh, Meghana Kshirsagar, Jaime G. Carbonell, Judith Klein-Seetharaman