Summary of Gas: Generative Activation-aided Asynchronous Split Federated Learning, by Jiarong Yang and Yuan Liu
GAS: Generative Activation-Aided Asynchronous Split Federated Learningby Jiarong Yang, Yuan LiuFirst submitted to arxiv on:…
Summary of Assessing the Impact Of Image Dataset Features on Privacy-preserving Machine Learning, by Lucas Lange and Maurice-maximilian Heykeroth and Erhard Rahm
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learningby Lucas Lange, Maurice-Maximilian Heykeroth,…
Summary of Federated Aggregation Of Mallows Rankings: a Comparative Analysis Of Borda and Lehmer Coding, by Jin Sima et al.
Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Codingby Jin Sima,…
Summary of Compressing Vae-based Out-of-distribution Detectors For Embedded Deployment, by Aditya Bansal et al.
Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deploymentby Aditya Bansal, Michael Yuhas, Arvind EaswaranFirst submitted to…
Summary of Ensloss: Stochastic Calibrated Loss Ensembles For Preventing Overfitting in Classification, by Ben Dai
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classificationby Ben DaiFirst submitted to arxiv…
Summary of Variation in Prediction Accuracy Due to Randomness in Data Division and Fair Evaluation Using Interval Estimation, by Isao Goto
Variation in prediction accuracy due to randomness in data division and fair evaluation using interval…
Summary of Defending Against Model Inversion Attacks Via Random Erasing, by Viet-hung Tran et al.
Defending against Model Inversion Attacks via Random Erasingby Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai,…
Summary of Bootstrap Sgd: Algorithmic Stability and Robustness, by Andreas Christmann and Yunwen Lei
Bootstrap SGD: Algorithmic Stability and Robustnessby Andreas Christmann, Yunwen LeiFirst submitted to arxiv on: 2…
Summary of Beyond Efficiency: Molecular Data Pruning For Enhanced Generalization, by Dingshuo Chen et al.
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalizationby Dingshuo Chen, Zhixun Li, Yuyan Ni, Guibin…
Summary of Knowledge-data Fusion Oriented Traffic State Estimation: a Stochastic Physics-informed Deep Learning Approach, by Ting Wang et al.
Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approachby Ting Wang, Ye…