Fangzhao Zhang
- Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models
2024/02/04 by Fangzhao Zhang, Zhang, Fangzhao, Mert Pilancı +1 · 5 citations
Earth and Planetary Sciences · Engineering · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Geophysical and Geoelectrical Methods #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Spectral Adapter: Fine-Tuning in Spectral Space
2024/05/22 by Fangzhao Zhang, Zhang, Fangzhao, Mert Pilancı +1 · 2 citations
Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geophysics and Sensor Technology #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical methods in inverse problems
- Solving Large Multicommodity Network Flow Problems on GPUs
2025/01/29 by Fangzhao Zhang, Zhang, Fangzhao, Stephen Boyd +1 · 3 citations
Computer Science · #Caching and Content Delivery #FOS: Mathematics #Graph Theory and Algorithms #Network Security and Intrusion Detection #Optimization and Control (math.OC)
- Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing
2024/10/02 by Elad Romanov, Fangzhao Zhang, Romanov, Elad +3 · 1 citation
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering