IEEE

Scalable Multi-View Regression Clustering for Large-Scale Data

Abstract: In recent years, unsupervised linear regression has attracted attention for its ability to directly capture the mapping relationship between samples and targets. However, existing algorithms ...
IEEE

A Multiple Linear Regression Approach to Optimize the Worst User Capacity and Power Allocation in a Wireless Network

Abstract: In this paper, we tackle the challenge of improving both user capacity and power allocation in wireless networks with sub-channel assignment constraints. We start by generating channel data ...
GitHub

LoRAX: Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

LoRAX (LoRA eXchange) is a framework that allows users to serve thousands of fine-tuned models on a single GPU, dramatically reducing the cost of serving without compromising on throughput or latency.
GitHub

Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression

Action Quality Assessment (AQA), which aims at automatic and fair evaluation of athletic performance, has gained increasing attention in recent years. However, athletes are often in rapid movement and ...