Michio Suginoo – Medium

Michio Suginoo

him

Michio Suginoo
in
Towards Data Science

Beyond Kleinberg’s Impossibility Theorem of Clustering: A Pragmatic Clustering Evaluation Framework

This article explores a pragmatic evaluation framework for clustering under the constraint of Kleinberg’s Impossibility Theorem

Jun 21

Beyond Kleinberg’s Impossibility Theorem of Clustering: A Pragmatic Clustering Evaluation Framework

Jun 21

Michio Suginoo
in
Towards Data Science

Fraud Detection with Generative Adversarial Nets (GANs)

Application of GANs for data augmentation to adjust an imbalanced fraud dataset

Jan 29

Fraud Detection with Generative Adversarial Nets (GANs)

Jan 29

Michio Suginoo
in
Towards Data Science

Mini-Max Optimization Design of Generative Adversarial Networks (GAN)

Nested bi-level optimization and equilibrium seeking objective

Jan 12

Mini-Max Optimization Design of Generative Adversarial Networks (GAN)

Jan 12

Michio Suginoo
in
Towards Data Science

All You Can Game Buffet: Model Risks in the Climate-Related Physical Risks

A checklist of model risks associated with CRPRs

Oct 25, 2022

All You Can Game Buffet: Model Risks in the Climate-Related Physical Risks

Oct 25, 2022

Michio Suginoo
in
Towards Data Science

XGBoost: its Genealogy, its Architectural Features, and its Innovation

Sequential and Parallel Architectures All in One

Oct 20, 2022

XGBoost: its Genealogy, its Architectural Features, and its Innovation

Oct 20, 2022

Michio Suginoo
in
Towards Data Science

Pair-Wise Hyperparameter Tuning with the Native XGBoost API

Search Global Minimum while addressing Bias-Variance Trade-off

Oct 19, 2022

Pair-Wise Hyperparameter Tuning with the Native XGBoost API

Oct 19, 2022

Michio Suginoo
in
Towards Data Science

Risk Implications of Excessive Multiple Local Minima during Hyperparameter Tuning

Our Epistemological Limitation and Illusion of Knowledge

Oct 12, 2022

Risk Implications of Excessive Multiple Local Minima during Hyperparameter Tuning

Oct 12, 2022

Michio Suginoo

Three Different Lessons from Three Different Clustering Analyses: Data Science Capstone

Map Risk Clusters of Neighbourhoods in the time of Pandemic: a case of Buenos Aires

Aug 25, 2020

Three Different Lessons from Three Different Clustering Analyses: Data Science Capstone

Aug 25, 2020

Michio Suginoo

Coronavirus Japanification — When a crisis makes ”politically impossible” “politically inevitable”

The historical crisis, COVID-19 pandemic, might have already staged the unexpected debut of MMT in the main stream of the world economy.

Apr 4, 2020

Coronavirus Japanification — When a crisis makes ”politically impossible” “politically inevitable”

Apr 4, 2020

Michio Suginoo

Monetary Big Bang: a quick look at the genealogy of Contemporary Monetary System and its impasse

In some cases in history, if not always, economic catastrophes caused tectonic paradigm shifts in monetary regime. When that happens, an…

Nov 19, 2019

Monetary Big Bang: a quick look at the genealogy of Contemporary Monetary System and its impasse

Nov 19, 2019

Michio Suginoo

Michio Suginoo

him

CFA, Data Science, Innovation, Paradigm Shift, Paradox Hunting, Teleological Pursuit, https://www.linkedin.com/in/reversalpoint/

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