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Efficient Creative Selection in Online Advertising using Top-Two Thompson Sampling

WSDM 2025 (Industry day talks)

Daiki Katsuragawa, Yusuke Kaneko, Kaito Ariu, Kenshi Abe

Research Theme

Bandits & Online Learning

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AAMAS 2026 (Extended abstract)

Time-Varyingness in Auction Breaks Revenue Equivalence

Yuma Fujimoto, Kaito Ariu, Kenshi Abe

Theme:Bandits & Online Learning

SIGIR 2023 (Short Paper)

Exploration of Unranked Items in Safe Online Learning to Re-Rank

Hiroaki Shiino, Kaito Ariu, Kenshi Abe, Togashi Riku

Theme:Bandits & Online Learning

ICML 2022

Thresholded LASSO Bandit

Kaito Ariu, Kenshi Abe, Alexandre Proutière

Theme:Bandits & Online Learning

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