Lei Xin | DeepAI

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Featured Co-authors

Ming Li
199 publications
Ali Ghodsi
39 publications
Shreyas Sundaram
34 publications
Kananart Kuwaranancharoen
6 publications
Lintao Ye
6 publications
George Chiu
5 publications
Ngoc Hieu Tran
4 publications
Baozhen Shan
4 publications
Rui Qiao
3 publications
Fatema Tuz Zohora
2 publications
M Ziaur Rahman
1 publication

∙ 09/15/2023

Learning Linearized Models from Nonlinear Systems with Finite Data

Identifying a linear system model from data has wide applications in con...

0 Lei Xin, et al. ∙

∙ 02/08/2023

Learning Dynamical Systems by Leveraging Data from Similar Systems

We consider the problem of learning the dynamics of a linear system when...

0 Lei Xin, et al. ∙

∙ 09/12/2022

Finite Sample Guarantees for Distributed Online Parameter Estimation with Communication Costs

We study the problem of estimating an unknown parameter in a distributed...

0 Lei Xin, et al. ∙

∙ 04/11/2022

Identifying the Dynamics of a System by Leveraging Data from Similar Systems

We study the problem of identifying the dynamics of a linear system when...

0 Lei Xin, et al. ∙

∙ 03/24/2022

Learning the Dynamics of Autonomous Linear Systems From Multiple Trajectories

We consider the problem of learning the dynamics of autonomous linear sy...

0 Lei Xin, et al. ∙

∙ 09/15/2020

PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation

A promising technique of discovering disease biomarkers is to measure th...

16 Fatema Tuz Zohora, et al. ∙

∙ 03/19/2020

Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions

The problem of distributed optimization requires a group of agents to re...

0 Kananart Kuwaranancharoen, et al. ∙

∙ 04/17/2019

DeepNovoV2: Better de novo peptide sequencing with deep learning

We introduce DeepNovoV2, the state-of-the-art neural networks based mode...

0 Rui Qiao, et al. ∙

∙ 12/09/2017

DeepIso: A Deep Learning Model for Peptide Feature Detection

Liquid chromatography with tandem mass spectrometry (LC-MS/MS) based pro...

0 Fatema Tuz Zohora, et al. ∙

∙ 10/08/2017

Protein identification with deep learning: from abc to xyz

Proteins are the main workhorses of biological functions in a cell, a ti...

0 Ngoc Hieu Tran, et al. ∙

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