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  • Islantay

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    Posted on 2025-03-09
    121 Hits NOTHING AI/ML

    Leveraging FL(Federated Learning) to Detect Unlicensed Training

    Excerpt

    1. Introduction \subsection*{Split Learning (Vertical FL)} We selected the split learning paradigm b

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    Posted on 2025-02-27
    160 Hits NOTHING Host sth?

    Decentralized social media Misskey, with Meilisearch, using docker compose

    Excerpt

    Introduction Misskey uses ActivityPub protocal, which is also the protocal for Mastodon. But Bluesky does u

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    Posted on 2025-01-28
    191 Hits NOTHING AI/ML

    Drawbacks of the Validation Process & K-Fold Cross Validation

    Excerpt

    The Challenge of Model Validation Before diving into k-fold cross validation, it’s important to under

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    Posted on 2025-01-26
    194 Hits NOTHING AI/ML

    Understand Model Performance using Basic Validation

    Excerpt

    Systematic Approaches to Model Evaluation We need systematic ways to accomplish several key tasks in model

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    Posted on 2025-01-23
    186 Hits NOTHING AI/ML

    Feature Engineering in Predictions

    Excerpt

    Understanding Latent Variables and Model Enhancement in Regression 1. Introduction to Latent Variables Late

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    Posted on 2025-01-22
    178 Hits NOTHING AI/ML

    What could possibly go wrong? (Heteroskedasticity, Multicollinearity, Latent variables)

    Excerpt

    # What could go wrong? – Heteroskedasticity – Multicollinearity – Latent variables # Usin

    Islantay

    01-21-2025

    2025-01-22 03:06

    I did badly on my Japanese test today, but you know what, it's already the past, just need to look forward and keep grinding.

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    Posted on 2025-01-21
    178 Hits NOTHING AI/ML

    Confidence Interval and Confidence Bands

    Excerpt

    Model: $Y = \theta_0^* + \theta_1^* X_1 + \cdots + \theta_m^* X_m + \text{noise}$ We obtain estimate, $\hat

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    Posted on 2025-01-20
    157 Hits NOTHING AI/ML

    Distribution, Standard Error, and Hypothesis Testing

    Excerpt

    Key Concepts Distribution of estimator hat \hat{\theta} Standard error of an estimator and confidence inter

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    Posted on 2025-01-17
    267 Hits NOTHING AI/ML

    Introduction to Linear Regression: Concepts, Notation, and Overfitting

    Excerpt

    Notation Key Vectors: boldface Scalars: normal font X₂: second data record X₂: second component of dataset

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