Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domainsby Lei Wang, Jieming…
Towards a theory of model distillationby Enric Boix-AdseraFirst submitted to arxiv on: 14 Mar 2024CategoriesMain:…
Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inferenceby Muhammad Adnan, Akhil…
Hyperparameters in Continual Learning: A Reality Checkby Sungmin Cha, Kyunghyun ChoFirst submitted to arxiv on:…
Learning from straggler clients in federated learningby Andrew Hard, Antonious M. Girgis, Ehsan Amid, Sean…
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinementby Daiwei Yu, Zhuorong Li, Lina…
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learningby Nicholas Zolman, Urban Fasel, J. Nathan Kutz, Steven…
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learningby Ruiyi Zhang, Rushi…
ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networksby Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj,…
Optimal Top-Two Method for Best Arm Identification and Fluid Analysisby Agniv Bandyopadhyay, Sandeep Juneja, Shubhada…