Summary of The Role Of Learning Algorithms in Collective Action, by Omri Ben-dov et al.
The Role of Learning Algorithms in Collective Actionby Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya…
Summary of Custom Gradient Estimators Are Straight-through Estimators in Disguise, by Matt Schoenbauer et al.
Custom Gradient Estimators are Straight-Through Estimators in Disguiseby Matt Schoenbauer, Daniele Moro, Lukasz Lew, Andrew…
Summary of Efficient Online Set-valued Classification with Bandit Feedback, by Zhou Wang et al.
Efficient Online Set-valued Classification with Bandit Feedbackby Zhou Wang, Xingye QiaoFirst submitted to arxiv on:…
Summary of The Privacy Power Of Correlated Noise in Decentralized Learning, by Youssef Allouah et al.
The Privacy Power of Correlated Noise in Decentralized Learningby Youssef Allouah, Anastasia Koloskova, Aymane El…
Summary of Gaussian Universality in Neural Network Dynamics with Generalized Structured Input Distributions, by Jaeyong Bae et al.
Gaussian Universality in Neural Network Dynamics with Generalized Structured Input Distributionsby Jaeyong Bae, Hawoong JeongFirst…
Summary of Scalable Bayesian Inference in the Era Of Deep Learning: From Gaussian Processes to Deep Neural Networks, by Javier Antoran
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural…
Summary of Pate-triplegan: Privacy-preserving Image Synthesis with Gaussian Differential Privacy, by Zepeng Jiang et al.
PATE-TripleGAN: Privacy-Preserving Image Synthesis with Gaussian Differential Privacyby Zepeng Jiang, Weiwei Ni, Yifan ZhangFirst submitted…
Summary of A Mean-field Analysis Of Neural Stochastic Gradient Descent-ascent For Functional Minimax Optimization, by Yuchen Zhu et al.
A Mean-Field Analysis of Neural Stochastic Gradient Descent-Ascent for Functional Minimax Optimizationby Yuchen Zhu, Yufeng…
Summary of Communication-efficient Hybrid Federated Learning For E-health with Horizontal and Vertical Data Partitioning, by Chong Yu et al.
Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioningby Chong Yu, Shuaiqi…
Summary of Privacy at a Price: Exploring Its Dual Impact on Ai Fairness, by Mengmeng Yang et al.
Privacy at a Price: Exploring its Dual Impact on AI Fairnessby Mengmeng Yang, Ming Ding,…