Summary of Federated Prediction-powered Inference From Decentralized Data, by Ping Luo et al.
Federated Prediction-Powered Inference from Decentralized Databy Ping Luo, Xiaoge Deng, Ziqing Wen, Tao Sun, Dongsheng…
Summary of Efficient Llm Context Distillation, by Rajesh Upadhayayaya et al.
Efficient LLM Context Distillationby Rajesh Upadhayayaya, Zachary Smith, Chritopher Kottmyer, Manish Raj OstiFirst submitted to…
Summary of Revisiting Smoe Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning, By Soumajyoti Sarkar et al.
Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruningby Soumajyoti Sarkar, Leonard…
Summary of Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning, by Hongyuan Su et al.
Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learningby Hongyuan Su, Yu Zheng, Jingtao Ding,…
Summary of Chess: Optimizing Llm Inference Via Channel-wise Thresholding and Selective Sparsification, by Junhui He et al.
CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsificationby Junhui He, Shangyu Wu, Weidong…
Summary of Dataset Distillation From First Principles: Integrating Core Information Extraction and Purposeful Learning, by Vyacheslav Kungurtsev et al.
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learningby Vyacheslav Kungurtsev, Yuanfang…
Summary of Prompt Compression with Context-aware Sentence Encoding For Fast and Improved Llm Inference, by Barys Liskavets et al.
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inferenceby Barys Liskavets, Maxim…
Summary of Beyond Parameter Count: Implicit Bias in Soft Mixture Of Experts, by Youngseog Chung et al.
Beyond Parameter Count: Implicit Bias in Soft Mixture of Expertsby Youngseog Chung, Dhruv Malik, Jeff…
Summary of Compressing Vae-based Out-of-distribution Detectors For Embedded Deployment, by Aditya Bansal et al.
Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deploymentby Aditya Bansal, Michael Yuhas, Arvind EaswaranFirst submitted to…
Summary of Tinyagent: Function Calling at the Edge, by Lutfi Eren Erdogan et al.
TinyAgent: Function Calling at the Edgeby Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim,…