publications

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

Google Scholar

2026

  1. UAI
    Controlling Path Dependence in Gradient Ascent Unlearning through Forget-Set Ordering
    Varun Sampath Kumar, Esmaeil S. Nadimi, and Vinay Chakravarthi Gogineni
    In Annual Conference on Uncertainty in Artificial Intelligence (UAI), 2026
    PDF
  2. IJCNN
    FINU: Fisher-Informed Noise Injection for Efficient Zero-Shot Unlearning
    Varun Sampath Kumar, Esmaeil S. Nadimi, and Vinay Chakravarthi Gogineni
    In The International Joint Conference on Neural Networks (Oral), 2026
    PDF
  3. ICLR-W
    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
  4. ESANN
    RKLU: Redistributive KL Distillation for Efficient Retain-Free Machine Unlearning
    Varun Sampath Kumar, Esmaeil S. Nadimi, and Vinay Chakravarthi Gogineni
    In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2026
    PDF

2025

  1. ICML-W
    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