Tag

• CV 9
• Linear Regression 4
• pytorch 3
• Inequalities 2
• Metric 2
• etc 1
• stock 1
• application 1
• embedding 1
• XAI 1
• Machine Learning 1
• estimation 1
• PCA 1
• testing 1
• ANOVA 1
• Asymptotic 1
• Analysis 1
• EM algorithm 1

CV

[EECS498]Lecture17: Attention  2022.05.31 EECS498 CV stat

[EECS498]Lecture16: Redcurrent Neural Network  2022.05.30 EECS498 CV stat

[EECS498]Lecture14: Object detection2  2022.05.25 EECS498 CV stat

[EECS498]Lecture13: Object detection1  2022.05.25 EECS498 CV stat

[EECS498]Lecture11: CNN Architecture  2022.04.22 EECS498 CV stat

[EECS498]Lecture10: Training Neural Networks Part2  2022.04.21 EECS498 CV stat

[EECS498]Lecture09: Training Neural Networks Part1  2022.04.20 EECS498 CV stat

[EECS498]Lecture08: CNN Architecture  2022.04.10 EECS498 CV stat

EECS498 & CS231N  2022.03.02 EECS498 CV stat

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Linear Regression

[High Dimensional Statistics] Linear Regression  2022.11.26 HighDimensionalStatistics Linear Regression stat

[Linear Model] One-way ANOVA  2022.11.25 LinearModel ANOVA Linear Regression stat

[Linear Model] Hypothesis Testing  2022.11.02 LinearModel Linear Regression stat testing

[Linear Model] Estimation  2022.10.15 LinearModel estimation Linear Regression stat

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pytorch

[PyTorch] ImageFolder  2022.01.05 torch pytorch stat

[PyTorch] DataLoader  2022.01.05 torch pytorch stat

[PyTorch] 자동미분(AUTOGRAD)  2022.01.05 torch pytorch stat

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Inequalities

[High Dimensional Statistics] Matrix Covariance Estimation  2022.09.25 HighDimensionalStatistics Inequalities stat

[High Dimensional Statistics] Concentration Inequalities  2022.09.15 HighDimensionalStatistics Inequalities stat

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Metric

[High Dimensional Statistics] Maximum Mean Discrepancy(MMD)  2022.12.15 HighDimensionalStatistics Metric stat

[High Dimensional Statistics] Metric Entropy  2022.10.15 HighDimensionalStatistics Metric stat

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etc

[Paper Review] Graph-Based Learning for Stock Movement Prediction with Textual and Relational Data  2022.04.20 stock application etc stat stock

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stock

[Paper Review] Graph-Based Learning for Stock Movement Prediction with Textual and Relational Data  2022.04.20 stock application etc stat stock

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application

[Paper Review] Graph-Based Learning for Stock Movement Prediction with Textual and Relational Data  2022.04.20 stock application etc stat stock

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embedding

[Paper Review] LINE: Large-scale Information Network Embedding  2022.05.08 GNN embedding stat

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XAI

A Unified Approach to Interpreting Model Predictions  2022.08.12 XAI Machine Learning stat XAI

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Machine Learning

A Unified Approach to Interpreting Model Predictions  2022.08.12 XAI Machine Learning stat XAI

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estimation

[Linear Model] Estimation  2022.10.15 LinearModel estimation Linear Regression stat

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PCA

[High Dimensional Statistics] Principal Component Analysis(PCA)  2022.10.22 HighDimensionalStatistics PCA stat

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testing

[Linear Model] Hypothesis Testing  2022.11.02 LinearModel Linear Regression stat testing

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ANOVA

[Linear Model] One-way ANOVA  2022.11.25 LinearModel ANOVA Linear Regression stat

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Asymptotic

[High Dimensional Statistics] Uniform Laws of large numbers  2022.11.27 HighDimensionalStatistics Asymptotic stat

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Analysis

[Analysis] Uniform convergence  2022.12.19 Mathematics Analysis stat

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EM algorithm

[Statistical Computing] EM algorithm  2023.04.02 StatisticalComputing EM algorithm stat

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