Rickard Brüel‐Gabrielsson
- A Topology Layer for Machine Learning
2019/05/29 by Rickard Brüel‐Gabrielsson, Rickard Brüel-Gabrielsson, Bradley J. Nelson +12 · 1 voice · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Topological and Geometric Data Analysis #cs.LG #math.AT #stat.ML
- Rewiring with Positional Encodings for Graph Neural Networks
2022/01/29 by Rickard Brüel‐Gabrielsson, Mikhail Yurochkin, Brüel-Gabrielsson, Rickard +3 · 2 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
2024/06/17 by Rickard Brüel‐Gabrielsson, Brüel-Gabrielsson, Rickard, Jiacheng Zhu +11 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #IoT Networks and Protocols #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Underwater Vehicles and Communication Systems #and Cluster Computing (cs.DC)