2 papers
cs.AI2026
Post-Optimization Adaptive Rank Allocation for LoRA
Vishnuprasadh Kumaravelu, Sunil Gupta, P. K. Srijith
Exponential growth in the scale of modern foundation models has led to the widespread adoption of Low-Rank Adaptation (LoRA) as a parameter-efficient fine-tuning technique. However…
cs.LG2025
An Unlearning Framework for Continual Learning
Sayanta Adhikari, Vishnuprasadh Kumaravelu, P. K. Srijith
Growing concerns surrounding AI safety and data privacy have driven the development of Machine Unlearning as a potential solution. However, current machine unlearning algorithms ar…