Publications | Taehyun Hwanghttps://taehyunable.com/publication_old/PublicationsWowchemy (https://wowchemy.com)en-ushttps://taehyunable.com/media/icon_hu88191738a63e3d881df5d6e1d261889b_26584_512x512_fill_lanczos_center_3.pngPublicationshttps://taehyunable.com/publication_old/Linear Ensemble Sampling with Smaller Ensembleshttps://taehyunable.com/publication_old/26_linear_hwang/Fri, 25 Sep 2026 00:00:03 +0000https://taehyunable.com/publication_old/26_linear_hwang/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Block Optimism for Nonstationary Bandits with Latent Linear Dynamicshttps://taehyunable.com/publication_old/26_block_hwang/Fri, 25 Sep 2026 00:00:02 +0000https://taehyunable.com/publication_old/26_block_hwang/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Topic-Aware Contextual Cascading Banditshttps://taehyunable.com/publication_old/26_topic_choi/Fri, 25 Sep 2026 00:00:01 +0000https://taehyunable.com/publication_old/26_topic_choi/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Generalized Linear Bandits with Memoryhttps://taehyunable.com/publication_old/26_generalized_ann/Fri, 01 May 2026 00:00:00 +0000https://taehyunable.com/publication_old/26_generalized_ann/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Diversified Multinomial Logit Contextual Banditshttps://taehyunable.com/publication_old/26_diversified_ann/Mon, 26 Jan 2026 00:00:00 +0000https://taehyunable.com/publication_old/26_diversified_ann/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Tractable Multinomial Logit Contextual Bandits with Non-Linear Utilitieshttps://taehyunable.com/publication_old/25_tractable_hwang/Fri, 19 Sep 2025 00:00:00 +0000https://taehyunable.com/publication_old/25_tractable_hwang/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Lasso Bandit with Compatibility Condition on Optimal Armhttps://taehyunable.com/publication_old/24_lasso_lee/Thu, 23 Jan 2025 00:00:00 +0000https://taehyunable.com/publication_old/24_lasso_lee/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximationhttps://taehyunable.com/publication_old/24_randomized_cho/Thu, 30 May 2024 00:00:00 +0000https://taehyunable.com/publication_old/24_randomized_cho/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Combinatorial Neural Banditshttps://taehyunable.com/publication_old/23_combinatorial_hwang/Wed, 26 Apr 2023 00:00:00 +0000https://taehyunable.com/publication_old/23_combinatorial_hwang/<!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Model-Based Reinforcement Learning with Multinomial Logistic Function Approximationhttps://taehyunable.com/publication_old/23_model_hwang/Thu, 01 Dec 2022 00:00:00 +0000https://taehyunable.com/publication_old/23_model_hwang/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> --> <!-- Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Deep Learning Aided Evaluation for Electromechanical Properties of Complexly Structured Polymer Nanocompositeshttps://taehyunable.com/publication_old/22_deep_baek/Thu, 01 Sep 2022 00:00:00 +0000https://taehyunable.com/publication_old/22_deep_baek/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> --> <!-- Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->Estimation of Jamming Parameters based on Gaussian Kernel Function Networkshttps://taehyunable.com/publication_old/20_estimation_hwang/Sat, 01 Feb 2020 00:00:00 +0000https://taehyunable.com/publication_old/20_estimation_hwang/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> --> <!-- Supplementary notes can be added here, including [code, math, and images](https://wowchemy.com/docs/writing-markdown-latex/). -->