Ruilin Li | DeepAI

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382 publications
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∙ 03/14/2022

A Decomposition-Based Hybrid Ensemble CNN Framework for Improving Cross-Subject EEG Decoding Performance

Electroencephalogram (EEG) signals are complex, non-linear, and non-stat...

0 Ruilin Li, et al. ∙

∙ 09/24/2021

The Mirror Langevin Algorithm Converges with Vanishing Bias

The technique of modifying the geometry of a problem from Euclidean to H...

0 Ruilin Li, et al. ∙

∙ 09/08/2021

Sqrt(d) Dimension Dependence of Langevin Monte Carlo

This article considers the popular MCMC method of unadjusted Langevin Mo...

0 Ruilin Li, et al. ∙

∙ 05/30/2021

A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG

Driver drowsiness is one of main factors leading to road fatalities and ...

31 Jian Cui, et al. ∙

∙ 06/16/2020

Hessian-Free High-Resolution Nesterov Acceleration for Sampling

We propose an accelerated-gradient-based MCMC method. It relies on a mod...

0 Ruilin Li, et al. ∙

∙ 06/16/2020

Hessian-Free High-Resolution Nesterov Accelerationfor Sampling

We propose an accelerated-gradient-based MCMC method. It relies on a mod...

0 Ruilin Li, et al. ∙

∙ 02/20/2020

Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients

Common Stochastic Gradient MCMC methods approximate gradients by stochas...

3 Ruilin Li, et al. ∙

∙ 11/21/2019

On the Use of C-index for Stratified and Cross-Validated Cox Model

We develop a baseline-adjusted C-index to evaluate fitted Cox proportion...

0 Ruilin Li, et al. ∙

∙ 06/10/2019

A cost-reducing partial labeling estimator in text classification problem

We propose a new approach to address the text classification problems wh...

0 Jiangning Chen, et al. ∙

∙ 02/10/2018

Learning to Recommend via Inverse Optimal Matching

We consider recommendation in the context of optimal matching, i.e., we ...

0 Ruilin Li, et al. ∙

∙ 02/07/2017

Efficient fetal-maternal ECG signal separation from two channel maternal abdominal ECG via diffusion-based channel selection

There is a need for affordable, widely deployable maternal-fetal ECG mon...

0 Ruilin Li, et al. ∙

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