Dharmesh Tailor

PhD candidate (advised by Eric Nalisnick)
AMLab
Informatics Institute
University of Amsterdam
Science Park 900, LAB42, L4.24

 

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Selected Publications

  1. AISTATS
    Learning to Defer to a Population: A Meta-Learning Approach
    Tailor, Dharmesh, Patra, Aditya, Verma, Rajeev, Manggala, Putra, and Nalisnick, Eric
    In 27th International Conference on Artificial Intelligence and Statistics (to appear) May 2024
  2. NeurIPS
    The Memory-Perturbation Equation: Understanding Model’s Sensitivity to Data
    Nickl, Peter, Xu, Lu*, Tailor, Dharmesh*, Möllenhoff, Thomas, and Khan, Mohammad Emtiyaz
    In 37th Conference on Neural Information Processing Systems (NeurIPS) Dec 2023
  3. UAI
    Exploiting Inferential Structure in Neural Processes
    Tailor, Dharmesh, Khan, Mohammad Emtiyaz, and Nalisnick, Eric
    In 39th Conference on Uncertainty in Artificial Intelligence (UAI) Aug 2023
  4. DP4ML
    Memory Maps to Understand Models
    Tailor, Dharmesh, Chang, Paul Edmund, Swaroop, Siddharth, Nalisnick, Eric, Solin, Arno, and Khan, Mohammad Emtiyaz
    In ICML 2023 Workshop on Principles of Duality for Modern Machine Learning Jul 2023