Summary of Compute Better Spent: Replacing Dense Layers with Structured Matrices, by Shikai Qiu et al.
Compute Better Spent: Replacing Dense Layers with Structured Matricesby Shikai Qiu, Andres Potapczynski, Marc Finzi,…
Summary of Geometric Sparsification in Recurrent Neural Networks, by Wyatt Mackey et al.
Geometric sparsification in recurrent neural networksby Wyatt Mackey, Ioannis Schizas, Jared Deighton, David L. Boothe…
Summary of Powerinfer-2: Fast Large Language Model Inference on a Smartphone, by Zhenliang Xue et al.
PowerInfer-2: Fast Large Language Model Inference on a Smartphoneby Zhenliang Xue, Yixin Song, Zeyu Mi,…
Summary of Decoupling Regularization From the Action Space, by Sobhan Mohammadpour et al.
Decoupling regularization from the action spaceby Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc BaconFirst submitted to arxiv…
Summary of Expressive Power Of Graph Neural Networks For (mixed-integer) Quadratic Programs, by Ziang Chen et al.
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programsby Ziang Chen, Xiaohan Chen, Jialin…
Summary of Aligning Large Language Models with Representation Editing: a Control Perspective, by Lingkai Kong et al.
Aligning Large Language Models with Representation Editing: A Control Perspectiveby Lingkai Kong, Haorui Wang, Wenhao…
Summary of Turbo Sparse: Achieving Llm Sota Performance with Minimal Activated Parameters, by Yixin Song et al.
Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parametersby Yixin Song, Haotong Xie, Zhengyan…
Summary of Magnolia: Matching Algorithms Via Gnns For Online Value-to-go Approximation, by Alexandre Hayderi et al.
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximationby Alexandre Hayderi, Amin Saberi, Ellen Vitercik,…
Summary of Distributionally Robust Safe Sample Elimination Under Covariate Shift, by Hiroyuki Hanada et al.
Distributionally Robust Safe Sample Elimination under Covariate Shiftby Hiroyuki Hanada, Tatsuya Aoyama, Satoshi Akahane, Tomonari…
Summary of Decision-making Behavior Evaluation Framework For Llms Under Uncertain Context, by Jingru Jia et al.
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Contextby Jingru Jia, Zehua Yuan, Junhao Pan,…