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Algorithms for Collaborative Machine Learning under Statistical Heterogeneity File File

Hahn, Seok-Ju

Thesis Issue Date2024-08 View0
Learning data from continuous multistage manufacturing processes: focusing on sequential nature of the processes, lead-time, and insufficient labels File

Cho, Hojin

Thesis Issue Date2024-08 View0
Financial Representation Learning File

Hwang, Yoontae

Thesis Issue Date2024-08 View0
On the Output Homogeneity Limitation and Activation Robustness Benefit of Layer-Direction Normalization (LN) in Neural Networks: Theoretical Analyses and Methods Development to Expand LN File

Yoon, Kihyuk

Thesis Issue Date2024-08 View0
A Comprehensive Study of Deep Learning for Real-World Multivariate Time Series Classification File

Oh, YongKyung

Thesis Issue Date2023-02 View38
Tackling Three Problems in Controlled Sequence Generations: Bridging Reinforcement Learning with Language Models File

Lee, Changhun

Thesis Issue Date2023-02 View42
Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Kim, Suhyeon

Thesis Issue Date2023-02 View31
Information-theoretic detection of control-flow anomalies in business process event logs File File

Ko, Jonghyeon

Thesis Issue Date2022-02 View23
Model-agnostic improvement of predictive business process monitoring File File

Kim, Jongchan

Thesis Issue Date2021-08 View28
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