Osaka Metropolitan University · Faculty of Commerce · 教授

Research keywordsfinancial asset recommendation・multi-agent market models・convex risk measures・deep hedging・statistical arbitrage・topic models・financial NLP

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• Risk-Aware Utility Re-Ranking for Financial Asset Recommendation2026
• A Multi-agent Market Model Can Explain the Impact of AI Traders in Financial Markets–A New Microfoundations of GARCH Model2025
• 自然言語処理の導入と活用事例 ー情報検索、情報抽出、文書分類、テキスト要約ー2024 · 技術情報協会 2024年10月 （ ISBN: 9784867980491 ）
• Relationship between deep hedging and delta hedging: Leveraging a statistical arbitrage strategy2024

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