Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detectionby Arya Hadizadeh Moghaddam, Mohsen…
Faster Adaptive Decentralized Learning Algorithmsby Feihu Huang, Jianyu ZhaoFirst submitted to arxiv on: 19 Aug…
Ancestral Reinforcement Learning: Unifying Zeroth-Order Optimization and Genetic Algorithms for Reinforcement Learningby So Nakashima, Tetsuya…
A Deep Neural Network Framework for Solving Forward and Inverse Problems in Delay Differential Equationsby…
PREMAP: A Unifying PREiMage APproximation Framework for Neural Networksby Xiyue Zhang, Benjie Wang, Marta Kwiatkowska,…
Graph Classification with GNNs: Optimisation, Representation and Inductive Biasby P. Krishna Kumar a, Harish G.…
Narrowing the Focus: Learned Optimizers for Pretrained Modelsby Gus Kristiansen, Mark Sandler, Andrey Zhmoginov, Nolan…
Gradient-Variation Online Learning under Generalized Smoothnessby Yan-Feng Xie, Peng Zhao, Zhi-Hua ZhouFirst submitted to arxiv…
Twin Sorting Dynamic Programming Assisted User Association and Wireless Bandwidth Allocation for Hierarchical Federated Learningby…
A Hassle-free Algorithm for Private Learning in Practice: Don’t Use Tree Aggregation, Use BLTsby H.…