Leena Chennuru Vankadara

1. Insights into Ordinal Embedding Algorithms: A Systematic Evaluation
   2019/12/03 by Leena Chennuru Vankadara, Siavash Haghiri, Vankadara, Leena Chennuru +7 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
   2021/12/07 by Pascal Esser, Leena Chennuru Vankadara, Esser, Pascal Mattia +3 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Neural Networks and Applications #Face and Expression Recognition
3. μP²: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
   2024/10/31 by Moritz Haas, Haas, Moritz, Jin Xu +5 · 1 voice · 2 citations
   Computer Science · Engineering · Mathematics · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
4. On the Surprising Effectiveness of Large Learning Rates under Standard Width Scaling
   2025/05/28 by Moritz Haas, Haas, Moritz, Sebastian Bordt +5 · 1 voice · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG #stat.ML