
Edward Edberg
π Madison, Wisconsin Β Β·Β βοΈ [email protected]
I study the intersection of Machine Learning and Systems β making AI faster, leaner, and ready for the inference era. π
I'm a Computer Science PhD student at the University of WisconsinβMadison, working on AI Systems and ML for Systems. With AI inference exploding and memory costs skyrocketing, I'm interested in building better, more scalable solutions for the next wave of AI infrastructure. Previously, I collaborated with Prof. Haryadi Gunawi (UChicago), Prof. Derry Wijaya (Boston University), and Prof. Huaicheng Li (CMU / Virginia Tech).
π¬ I'm always open to research collaborations or a casual chat β feel free to reach out at [email protected]!
Projects
Publications
LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network
Read paper βOpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data
Read paper βDetecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage
Read paper βLet's talk!
Whether it's collaboration, a cool idea, or just saying hi β my inbox is open. π¬