research
∙
09/08/2023
Optimal Rate of Kernel Regression in Large Dimensions
We perform a study on kernel regression for large-dimensional data (wher...
share
research
∙
09/04/2023
Safe and Robust Watermark Injection with a Single OoD Image
Training a high-performance deep neural network requires large amounts o...
research
∙
05/12/2023
On the Optimality of Misspecified Kernel Ridge Regression
In the misspecified kernel ridge regression problem, researchers usually...
research
∙
03/28/2023
Kernel interpolation generalizes poorly
One of the most interesting problems in the recent renaissance of the st...
research
∙
03/27/2023
On the optimality of misspecified spectral algorithms
In the misspecified spectral algorithms problem, researchers usually ass...
research
∙
12/17/2021
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization
In the setting of federated optimization, where a global model is aggreg...
research
∙
09/25/2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion
Registration of brain MRI images requires to solve a deformation field, ...
research
∙
10/22/2020
The NTU-AISG Text-to-speech System for Blizzard Challenge 2020
We report our NTU-AISG Text-to-speech (TTS) entry systems for the Blizza...
research
∙
10/22/2020