Summary of Asymmetric Learning For Spectral Graph Neural Networks, by Fangbing Liu et al.
Asymmetric Learning for Spectral Graph Neural Networksby Fangbing Liu, Qing WangFirst submitted to arxiv on:…
Summary of Regional Expected Improvement For Efficient Trust Region Selection in High-dimensional Bayesian Optimization, by Nobuo Namura et al.
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimizationby Nobuo Namura, Sho…
Summary of Explicit and Implicit Graduated Optimization in Deep Neural Networks, by Naoki Sato et al.
Explicit and Implicit Graduated Optimization in Deep Neural Networksby Naoki Sato, Hideaki IidukaFirst submitted to…
Summary of Scaled Conjugate Gradient Method For Nonconvex Optimization in Deep Neural Networks, by Naoki Sato et al.
Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networksby Naoki Sato, Koshiro Izumi,…
Summary of Formulations and Scalability Of Neural Network Surrogates in Nonlinear Optimization Problems, by Robert B. Parker et al.
Formulations and scalability of neural network surrogates in nonlinear optimization problemsby Robert B. Parker, Oscar…
Summary of Concept Learning in the Wild: Towards Algorithmic Understanding Of Neural Networks, by Elad Shoham et al.
Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networksby Elad Shoham, Hadar Cohen,…
Summary of Deep Spectral Clustering Via Joint Spectral Embedding and Kmeans, by Wengang Guo and Wei Ye
Deep Spectral Clustering via Joint Spectral Embedding and Kmeansby Wengang Guo, Wei YeFirst submitted to…
Summary of Paid with Models: Optimal Contract Design For Collaborative Machine Learning, by Bingchen Wang et al.
Paid with Models: Optimal Contract Design for Collaborative Machine Learningby Bingchen Wang, Zhaoxuan Wu, Fusheng…
Summary of Psmgd: Periodic Stochastic Multi-gradient Descent For Fast Multi-objective Optimization, by Mingjing Xu et al.
PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimizationby Mingjing Xu, Peizhong Ju, Jia Liu,…
Summary of Optimal Rates For Robust Stochastic Convex Optimization, by Changyu Gao et al.
Optimal Rates for Robust Stochastic Convex Optimizationby Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J.…