QIANets: Quantum-Integrated Adaptive Networks for Reduced Latency and Improved Inference Times in CNN Modelsby Zhumazhan…
Edge Unlearning is Not “on Edge”! An Adaptive Exact Unlearning System on Resource-Constrained Devicesby Xiaoyu…
Generalized Group Data Attributionby Dan Ley, Suraj Srinivas, Shichang Zhang, Gili Rusak, Himabindu LakkarajuFirst submitted…
Self-Data Distillation for Recovering Quality in Pruned Large Language Modelsby Vithursan Thangarasa, Ganesh Venkatesh, Mike…
Exploring space efficiency in a tree-based linear model for extreme multi-label classificationby He-Zhe Lin, Cheng-Hung…
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compressionby Mohammad Mozaffari, Amir…
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Modelsby Wenlong Deng, Yize Zhao, Vala Vakilian,…
Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theoryby Aymane El Firdoussi, Mohamed…
Non-transferable Pruningby Ruyi Ding, Lili Su, Aidong Adam Ding, Yunsi FeiFirst submitted to arxiv on:…
Neuroplastic Expansion in Deep Reinforcement Learningby Jiashun Liu, Johan Obando-Ceron, Aaron Courville, Ling PanFirst submitted…