Shengjie Xiu

修圣杰


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My Note "A Guide to Machine Learning"

Posted on 2023-01-20 | In note
Reading time ≈ 5 mins
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My Note "A Guide to Optimization in ML"

Posted on 2022-11-15 | In note
Reading time ≈ 5 mins
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My Note "A Guide to Portfolio Optimization"

Posted on 2021-02-17 | In note
Reading time ≈ 5 mins
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My Note "A Guide to Control Theory"

Posted on 2021-01-11 | In note
Reading time ≈ 5 mins
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My Note "A Guide to Convex Optimization"

Posted on 2021-01-06 | In note
Reading time ≈ 5 mins
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Deeper Understanding of Kalman Filter

Posted on 2020-11-11 | In note
Reading time ≈ 45 mins
State space modelKalman is a “optimal solution” of the state space model, \mathbf{x}_t = \mathbf{F}_t \mathbf{x}_{t-1} + \mathbf{B}_{t}\mathbf{u}_{t ...
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Kalman Filter Summary

Posted on 2020-10-04 | In note
Reading time ≈ 105 mins
MARSS package1. observation equation: \mathbf{y}_t = \mathbf{Z}_t \mathbf{x}_{t} + \mathbf{a}_t + \mathbf{D}_t \mathbf{d}_t + \mathbf{H}_t \mathbf{v ...
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< My Research Highlight >

Posted on 2019-12-12 | In note
Reading time ≈ 20 mins

This is a brief introduction of my research.

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Random Signal Analysis

Posted on 2019-04-14 | In note
Reading time ≈ 45 mins

This is an updating note on random signal analysis.

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Microwave and Antenna

Posted on 2019-03-18 | In note
Reading time ≈ 155 mins

This is a summary of Microwave and Antenna course.

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Shengjie.Xiu

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