Ameet Soni

According to our database, Ameet Soni authored at least 16 papers between 2007 and 2026.

Collaborative distances:

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

2026

Imitation learning for clinical decision support in pediatric ECMO.

Fateme Golivand Darvishvand, Michael A. Skinner, Saurabh Mathur, Ameet Soni, Phillip Reeder, Kristian Kersting, Lakshmi Raman, Sriraam Natarajan

CoRR, May, 2026

2020

Model AI Assignments 2020.

Todd W. Neller, Stephen Keeley, Michael Guerzhoy, Wolfgang Hönig, Jiaoyang Li, Sven Koenig, Ameet Soni, Krista Thomason, Lisa Zhang, Bibin Sebastian, Cinjon Resnick, Avital Oliver, Surya Bhupatiraju, Kumar Krishna Agrawal, James Allingham, Sejong Yoon, Jonathan Chen, Tom Larsen, Marion Neumann, Narges Norouzi, Ryan Hausen, Matthew Evett

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2017

Deep Residual Nets for Improved Alzheimer's Diagnosis.

Aly Valliani, Ameet Soni

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Identifying Parkinson's Patients: A Functional Gradient Boosting Approach.

Devendra Singh Dhami, Ameet Soni, David Page, Sriraam Natarajan

Proceedings of the Artificial Intelligence in Medicine, 2017

2016

Learning Relational Dependency Networks for Relation Extraction.

Ameet Soni, Dileep Viswanathan, Jude W. Shavlik, Sriraam Natarajan

Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

Deep Distant Supervision: Learning Statistical Relational Models for Weak Supervision in Natural Language Extraction.

Sriraam Natarajan, Ameet Soni, Anurag Wazalwar, Dileep Viswanathan, Kristian Kersting

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

A Comparison of Weak Supervision methods for Knowledge Base Construction.

Ameet Soni, Dileep Viswanathan, Niranjan Pachaiyappan, Sriraam Natarajan

Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

2015

TAC KBP 2015 : English Slot Filling Track Relational Learning with Expert Advice.

Dileep Viswanathan, Anurag Wazalwar, Sriraam Natarajan, Ameet Soni, Jude W. Shavlik

Proceedings of the 2015 Text Analysis Conference, 2015

A comprehensive analysis of classification algorithms for cancer prediction from gene expression.

Raehoon Jeong, Ameet Soni

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014

A support program for introductory CS courses that improves student performance and retains students from underrepresented groups.

Tia Newhall, Lisa Meeden, Andrew Danner, Ameet Soni, Frances Ruiz, Richard Wicentowski

Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

A graphical model approach to ATLAS-free mining of MRI images.

Chris S. Magnano, Ameet Soni, Sriraam Natarajan, Gautam Kunapuli

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2011

Probabilistic ensembles for improved inference in protein-structure determination.

Ameet Soni, Jude W. Shavlik

Proceedings of the ACM International Conference on Bioinformatics, 2011

2010

Guiding belief propagation using domain knowledge for protein-structure determination.

Ameet Soni, Craig A. Bingman, Jude W. Shavlik

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Spherical-harmonic decomposition for molecular recognition in electron-density maps.

Frank DiMaio, Ameet Soni, George N. Phillips, Jude W. Shavlik

Int. J. Data Min. Bioinform., 2009

2007

Creating protein models from electron-density maps using particle-filtering methods.

Frank DiMaio, Dmitry A. Kondrashov, Eduard Bitto, Ameet Soni, Craig A. Bingman, George N. Phillips Jr., Jude W. Shavlik

Bioinform., 2007

Improved Methods for Template-Matching in Electron-Density Maps Using Spherical Harmonics.

Frank DiMaio, Ameet Soni, George N. Phillips, Jude W. Shavlik

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007