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Computing Augustin Information via Hybrid Geodesically ...
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由 GR Wang 著作2024被引用 2 次 — Our result is based on a novel hybrid analysis of Riemannian gradient descent for functions that are geodesically convex in a Riemannian metric ...
Computing Augustin Information via Hybrid Geodesically ...
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由 GR Wang 著作2024被引用 2 次 — Our result is based on a novel hybrid analysis of Riemannian gradient descent for functions that are geodesically convex in a. Riemannian metric and ...
6 頁
Computing Augustin Information via Hybrid Geodesically ...
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This work proposes a Riemannian gradient descent with the Poincaré metric to compute the Augustin information, a widely used quantity for characterizing ...
Computing Augustin Information via Hybrid Geodesically ...
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2024年9月13日 — The Augustin information characterizes, e.g., the cutoff rate, the strong converse exponent, and the error exponent in the channel coding ...
國立臺灣大學電機資訊學院資訊網路與多媒體研究所 碩士論文
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由 王冠人 著作2024 — In this thesis, we have introduced a hybrid geodesically convex optimization frame- work, which is motivated by the problem of computing the log-optimal ...
52 頁
Computing Augustin Information via Hybrid Geodesically ...
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We propose a Riemannian gradient descent with the Poincar\'e metric to compute the order-$\alpha$ Augustin information, a widely used quantity for ...
Guan-Ren Wang - Google 學術搜尋
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Computing Augustin Information via Hybrid Geodesically Convex Optimization. GR Wang, CE Tsai, HC Cheng, YH Li. arXiv preprint arXiv:2402.02731, 2024. 2, 2024.
IEEE ISIT 2024 || Athens, Greece || 7-12 July 2024
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2: Computing Augustin Information via Hybrid Geodesically Convex Optimization. Guan-Ren Wang, Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li, National Taiwan ...
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2024年7月28日 — Our result is based on a novel hybrid analysis of Riemannian gradient descent for functions that are geodesically convex in a Riemannian metric ...
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Computing Augustin Information via Hybrid Geodesically Convex Optimization, ISIT 2024. G.-R. Wang, C.-E. Tsai, H.-C. Cheng, and Y.-H. Li. Online Learning ...