CAIH LabCausal AI and Healthcare Lab

CAIH Lab

Talks and presentations

Invited talks, keynotes, seminars and conference presentations.

  1. Departmental talk · 2026

    Causal AI for Personalised Treatments

    Department of Computer and Information Sciences, University of Strathclyde, March 2026.

  2. Oral presentation · 2025

    Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes

    47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Bella Center, Copenhagen, Denmark, July 14–17, 2025.

  3. Seminar talk · 2024

    Causal AI for Personalised Treatments

    IIT Palakkad, India, December 28, 2024.

  4. Invited talk · 2024

    Sample Selection Bias in Machine Learning for Healthcare

    International Conference on Innovative Trends in Statistics, Optimization, and Data Science (IC-ITSODS-2024), Kurukshetra University, India, December 20–23, 2024. News coverage.

  5. Keynote speaker · 2024

    Prediction of Post-operative Atrial Fibrillation in Patients undergoing Heart Surgery

    Artificial Intelligence and Digital Transformation in Various Academic Disciplines & Teacher Training, Government College RaipurRani, February 15, 2024.

  6. Keynote speaker · 2023

    HyperNetworks: A new Approach for Training and Designing Neural Networks

    International Conference on Artificial Intelligence and Machine Learning, Panjab University, Chandigarh, November 28–29, 2023.

  7. Invited talk · 2023

    Dynamic Inter-Treatment Information Sharing for Individualised Treatment Effects Estimation

    IISER Pune, October 4, 2023. Event information.

  8. Oral presentation · 2023

    Machine Learning in Clinical Decision-Making

    University of Oxford Critical Care Research Group Public, Patient Involvement and Engagement Event, September 26, 2023.

  9. Oral presentation · 2023

    Adversarial De-confounding in Individualised Treatment Effects Estimation

    The 26th International Conference on Artificial Intelligence and Statistics (AISTATS-2023), virtual presentation, April 25–27, 2023. Watch the video.

  10. Oral presentation · 2022

    COPER: Continuous Patient State Perceiver

    IEEE International Conference on Biomedical and Health Informatics (IEEE BHI-2022), virtual presentation, September 27–30, 2022.

  11. Invited talk · 2020

    AI: From Everyday Life to Mathematical Foundations

    Online Faculty Development Programme, “Artificial Intelligence and Machine Learning – Basics and Applications”, Panjab University Chandigarh, India, December 24, 2020.

  12. Seminar talk · 2020

    Supplier selection and order allocation across two-tiers of a large-scale supply chain with dual-sourcing

    DIAL Seminar, IfM Cambridge, October 16, 2020.

  13. Oral presentation · 2019

    Why is Your Flight Late? Mining Airline Data to Access Root-causes and Impact of Delay Propagation

    COW Optimization Workshop (Boeing's Internal Conference), Gothenburg, Sweden, September 24, 2019.

  14. Seminar talk · 2019

    Solving Large-Scale Machine Learning Problems

    IfM, University of Cambridge, UK, June 27, 2019.

  15. Oral presentation · 2018

    Solving Large-Scale Machine Learning Problems

    Faculty Development Program “Recent Trends in Machine Learning”, Gurunanak Dev Engineering College, Ludhiana, March 7, 2018.

  16. Oral presentation · 2018

    Faster Large-Scale Learning Algorithms by Reduction of Data Access Time

    12th Chandigarh Science Congress (CHASCON-2018), Panjab University Chandigarh, February 12–14, 2018.

  17. Oral presentation · 2017

    Trust Region Levenberg-Marquardt Method for Linear SVM

    9th International Conference on Advances in Pattern Recognition (ICAPR-2017), Indian Statistical Institute, Bangalore, December 27–30, 2017.

  18. Oral presentation · 2017

    Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems

    9th Asian Conference on Machine Learning (ACML 2017), Yonsei University, Seoul, Korea, November 15–17, 2017.

  19. Oral presentation · 2017

    Batch Block Optimization Framework to Solve Big Data Problems in Machine Learning

    International Symposium on Computational Mathematics, Optimization, and Computational Intelligence (CMOCI-2017), IIT Indore, India, July 17–19, 2017.

  20. Oral presentation · 2017

    Reduced Sub-problem Approach to solve Big Data Problems

    11th Chandigarh Science Congress (CHASCON-2017), Panjab University Chandigarh, March 9–11, 2017.

  21. Oral presentation · 2017

    Trust Region Levenberg Marquardt Method for Linear Support Vector Machines

    Symposium on Mathematical Programming and Game Theory (SMPGT-2017), Indian Statistical Institute Delhi, India, January 9–11, 2017.

  22. Oral presentation · 2016

    LMTR Algorithm for Classification

    10th Chandigarh Science Congress (CHASCON-2016), Panjab University Chandigarh, February 29–March 2, 2016.

  23. Oral presentation · 2016

    Online Support Vector Machine Based on Minimum Euclidean Distance

    International Conference on Computer Vision and Image Processing (CVIP-2016), Indian Institute of Technology Roorkee, India, February 26–28, 2016.