publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Google Scholar

2026

  1. ESANN
    RKLU: Redistributive KL Distillation for Efficient Retain-Free Machine Unlearning
    Varun Sampath Kumar, Esmaeil S. Nadimi, and Vinay Chakravarthi Gogineni
    In Proc. 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2026), 2026
  2. ICLR
    On the Path Dependence of Gradient Ascent-Based Unlearning
    Varun Sampath Kumar, Esmaeil S. Nadimi, and Vinay Chakravarthi Gogineni
    In ICLR 2026 Workshop on Test Time Updates (Main Track), 2026
    PDF

2025

  1. ICML
    Selective Knowledge Unlearning via Self-Distillation with Auxiliary Forget-Set Model
    Varun Sampath Kumar
    In ICML 2025 Workshop on Machine Unlearning for Generative AI, 2025
    PDF