Summary of Effective Littlestone Dimension, by Valentino Delle Rose et al.
Effective Littlestone Dimensionby Valentino Delle Rose, Alexander Kozachinskiy, Tomasz SteiferFirst submitted to arxiv on: 22…
Summary of High-resolution Image Synthesis Via Next-token Prediction, by Dengsheng Chen et al.
High-Resolution Image Synthesis via Next-Token Predictionby Dengsheng Chen, Jie Hu, Tiezhu Yue, Xiaoming Wei, Enhua…
Summary of Hammer: Towards Efficient Hot-cold Data Identification Via Online Learning, by Kai Lu et al.
Hammer: Towards Efficient Hot-Cold Data Identification via Online Learningby Kai Lu, Siqi Zhao, Jiguang WanFirst…
Summary of Recursive Gaussian Process State Space Model, by Tengjie Zheng et al.
Recursive Gaussian Process State Space Modelby Tengjie Zheng, Lin Cheng, Shengping Gong, Xu HuangFirst submitted…
Summary of Refol: Resource-efficient Federated Online Learning For Traffic Flow Forecasting, by Qingxiang Liu et al.
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecastingby Qingxiang Liu, Sheng Sun, Yuxuan Liang,…
Summary of Off-policy Estimation with Adaptively Collected Data: the Power Of Online Learning, by Jeonghwan Lee et al.
Off-policy estimation with adaptively collected data: the power of online learningby Jeonghwan Lee, Cong MaFirst…
Summary of A Unifying Framework For Generalised Bayesian Online Learning in Non-stationary Environments, by Gerardo Duran-martin et al.
A unifying framework for generalised Bayesian online learning in non-stationary environmentsby Gerardo Duran-Martin, Leandro Sánchez-Betancourt,…
Summary of Odestream: a Buffer-free Online Learning Framework with Ode-based Adaptor For Streaming Time Series Forecasting, by Futoon M.abushaqra et al.
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecastingby Futoon…
Summary of General Framework For Online-to-nonconvex Conversion: Schedule-free Sgd Is Also Effective For Nonconvex Optimization, by Kwangjun Ahn et al.
General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimizationby Kwangjun Ahn,…
Summary of The Limits Of Differential Privacy in Online Learning, by Bo Li et al.
The Limits of Differential Privacy in Online Learningby Bo Li, Wei Wang, Peng YeFirst submitted…