Dushyant Sahoo Applied Scientist JP Morgan Chase & Co. Link to: CV (last updated: October 2022)

About Me

I am currently working at JP Morgan Chase & Co., solving financial problems using Machine Learning and High Performance Computing. I completed my PhD from the Department of Electrical & Systems Engineering at the University of Pennsylvania, under the guidance of Prof. Christos Davatzikos. I completed bachelors and masters in electrical engineering at Indian Institue of Technology, Delhi . You can see a current list of my papers here. I enjoy road cycling and inline skating, ski mountaineering and painting (see my instagram ) in my spare time.

Publications

• Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study
  Dushyant Sahoo, Mathilde Antoniades, Cynthia Fu, Christos Davatzikoss
  arXiv 2022
  


• Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies
  Dushyant Sahoo and Christos Davatzikos
  NeurIPS 2021
  


• Variance reduced stochastic proximal algorithm for auc maximization
  Dushyant Sahoo and Soham Dan
  ECML 2021
  


• Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning
  Dushyant Sahoo and Christos Davatzikos
  arXiv 2021
  


• Early Stopping can Improve Langevin Dynamics Sampling
  Dushyant Sahoo, Alnur Ali and Edgar Dobriban
  arXiv 2021
  


• Hierarchical extraction of functional connectivity components in human brain using resting-state fMRI (journal paper)
  Dushyant Sahoo, Theodore D Satterthwaite, Christos Davatzikos
  IEEE TMI 2020
  


• Variance reduced stochastic proximal algorithm for auc maximization (workshop paper)
  Dushyant Sahoo and Soham Dan
  OPT-NeurIPS 2020
  


• Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI (wokshop paper)
  Dushyant Sahoo, Danielle Bassett and Christos Davatzikos
  Med-NeurIPS 2019
  


• Sparse low-dimensional causal modeling for the analysis of brain function
  Dushyant Sahoo, Nicolas Honnorat and Christos Davatzikos
  SPIE 2019
  


• GPU accelerated extraction of sparse Granger causality patterns (oral)
  Dushyant Sahoo, Nicolas Honnorat and Christos Davatzikos
  ISBI 2018
  


• Effect of MRI scanner parameters on breast cancer radiomics and radiogenomics (journal paper)
  Ashirbani Saha, Xiaozhi Yu, Dushyant Sahoo and Maciej A. Mazurowski
  ESWA 2017
  


• On using error correction for Mobile Augmented Reality applications
  N. Narendra, Dushyant Sahoo, Pavan K. Reddy, Ashley Varghese, Kriti Kumar, M. Girish Chandra and P. Balamuralidhar
  ICSCN 2015
  


• Offline handwritten word recognition using MQDF-HMMs
  Sitaram Ramachandrula, Mangesh Hambarde, Ajay Patial, Dushyant Sahoo and Shaivi Kochar
  SPIE 2015
  

Posters

• Interactions of Default Mode Network with Language Regions Using Full Brain Autoregressive Modelling
  Dushyant Sahoo, Ishaan Batta and Rahul Garg
  OHBM 2017
  


• GPU accelerated extraction of sparse Granger causality patterns
  Dushyant Sahoo, Nicolas Honnorat and Christos Davatzikos
  OHBM 2017
  

Graduate Courses

Service

• Journal: IEEE Transactions on Medical Imaging
  


• Conferences: AISTATS, MICCAI, ICLR