Summary of Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates, by Puning Zhao et al.
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Ratesby Puning Zhao, Jiafei Wu, Zhe…
Summary of Data Augmentation Of Contrastive Learning Is Estimating Positive-incentive Noise, by Hongyuan Zhang et al.
Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noiseby Hongyuan Zhang, Yanchen Xu, Sida Huang,…
Summary of Active Learning For Identifying Disaster-related Tweets: a Comparison with Keyword Filtering and Generic Fine-tuning, by David Hanny et al.
Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuningby David…
Summary of A Markov Random Field Multi-modal Variational Autoencoder, by Fouad Oubari et al.
A Markov Random Field Multi-Modal Variational AutoEncoderby Fouad Oubari, Mohamed El Baha, Raphael Meunier, Rodrigue…
Summary of Meta-learning on Augmented Gene Expression Profiles For Enhanced Lung Cancer Detection, by Arya Hadizadeh Moghaddam et al.
Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detectionby Arya Hadizadeh Moghaddam, Mohsen…
Summary of Contextual Bandits For Unbounded Context Distributions, by Puning Zhao et al.
Contextual Bandits for Unbounded Context Distributionsby Puning Zhao, Jiafei Wu, Zhe Liu, Huiwen WuFirst submitted…
Summary of Regularization For Adversarial Robust Learning, by Jie Wang and Rui Gao and Yao Xie
Regularization for Adversarial Robust Learningby Jie Wang, Rui Gao, Yao XieFirst submitted to arxiv on:…
Summary of Advances in Multiple Instance Learning For Whole Slide Image Analysis: Techniques, Challenges, and Future Directions, by Jun Wang et al.
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directionsby…
Summary of Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training, by Huitong Jin et al.
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-trainingby Huitong Jin, Yipeng Zhou,…
Summary of Addressing Heterogeneity in Federated Learning: Challenges and Solutions For a Shared Production Environment, by Tatjana Legler et al.
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environmentby Tatjana Legler,…