To make data-driven personalised healthcare a reality.

Talks and Presentations

  1. Oral presentation: "Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes", at the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Bella Center, Copenhagen, Denmark, July 14-17, 2025.
  2. Seminar talk: "Causal AI for Personalised Treatments", at IIT Palakkad, India, December 28, 2024.
  3. Invited talk: "Sample Selection Bias in Machine Learning for Healthcare", at the International Conference on Innovative Trends in Statistics, Optimization, and Data Science (IC-ITSODS-2024), Kurukshetra University, Kurukshetra, India, December 20-23, 2024.[ news ]
  4. Keynote Speaker: "Prediction of Post-operative Atrial Fibrillation in Patients undergoing Heart Surgery", at Artificial Intelligence (AI) and Digital Transformation in Various Academic Disciplines & Teacher Training, Government College RaipurRani, February 15, 2024.
  5. Keynote Speaker: "HyperNetworks: A new Approach for Training and Designing Neural Networks", at the International Conference on Artificial Intelligence and Machine Learning, Panjab University, Chandigarh, November 28-29, 2023.
  6. Invited talk: "Dynamic Inter-Treatment Information Sharing for Individualised Treatment Effects Estimation", at IISER Pune, October 04, 2023.[ link ]
  7. Oral presentation: "Machine Learning in Clinical Decision-Making", at the University of Oxford, Critical Care Research Group: Public, Patient Involvement and Engagement Event, September 26, 2023.
  8. Oral presentation: "Adversarial De-confounding in Individualised Treatment Effects Estimation", at The 26th International Conference on Artificial Intelligence and Statistics (AISTATS-2023), virtual presentation, April 25-27, 2023.[ video ]
  9. Oral presentation: "COPER: Continuous Patient State Perceiver", at the IEEE International Conference on Biomedical and Health Informatics (IEEE BHI-2022), virtual presentation, September 27-30, 2022.
  10. Invited talk: "AI: From Everyday Life to Mathematical Foundations", in Online Faculty Development Programme, "Artificial Intelligence and Machine Learning - Basics and Applications", at Panjab University Chandigarh, India, December 24, 2020.
  11. Seminar talk: "Supplier selection and order allocation across two-tiers of a large-scale supply chain with dual-sourcing", at the DIAL Seminar, IfM Cambridge, October 16, 2020.
  12. Oral presentation: "Why is Your Flight Late? Mining Airline Data to Access Root-causes and Impact of Delay Propagation", at the COW Optimization Workshop (Boeing's Internal Conference), Gothenburg, Sweden, September 24, 2019.
  13. Seminar talk: "Solving Large-Scale Machine Learning Problems", at IfM, University of Cambridge, UK, June 27, 2019.
  14. Oral presentation: "Solving Large-Scale Machine Learning Problems", in the Faculty Development Program "Recent Trends in Machine Learning", at Gurunanak Dev Engineering College, Ludhiana, March 07, 2018.
  15. Oral presentation: "Faster Large-Scale Learning Algorithms by Reduction of Data Access Time”, at the 12th Chandigarh Science Congress (CHASCON-2018), Panjab University Chandigarh, February 12-14, 2018.
  16. Oral presentation: "Trust Region Levenberg-Marquardt Method for Linear SVM", at the 9th International Conference on Advances in Pattern Recognition (ICAPR-2017), Indian Statistical Institute, Bangalore, December 27-30, 2017.
  17. Oral presentation: "Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems", at the 9th Asian Conference on Machine Learning (ACML 2017), Yonsei University, Seoul, Korea, November 15-17, 2017.
  18. Oral presentation: "Batch Block Optimization Framework to Solve Big Data Problems in Machine Learning”, at the International Symposium on Computational Mathematics, Optimization, and Computational Intelligence (CMOCI-2017), IIT Indore, INDIA, July 17-19, 2017.
  19. Oral presentation: "Reduced Sub-problem Approach to solve Big Data Problems”, at the 11th Chandigarh Science Congress (CHASCON-2017), Panjab University Chandigarh, March 09-11, 2017.
  20. Oral presentation: "Trust Region Levenberg Marquardt Method for Linear Support Vector Machines”, at the Symposium on Mathematical Programming and Game Theory (SMPGT-2017), Indian Statistical Institute Delhi, INDIA, January 09-11, 2017.
  21. Oral presentation: "LMTR Algorithm for Classification”, at the 10th Chandigarh Science Congress (CHASCON-2016), Panjab University Chandigarh, February 29 - March 02, 2016.
  22. Oral presentation: "Online Support Vector Machine Based on Minimum Euclidean Distance”, at the International Conference on Computer Vision and Image Processing (CVIP-2016), Indian Institute of Technology Roorkee, INDIA, February 26-28, 2016.
NOTE: The list was translated using LLMs into HTML format from an original list from here.