Moderate Deviations for the Capacity of the Random Walk range in dimension four
About
In this paper, we find a natural four dimensional analog of the moderate deviation results for the capacity of the random walk, which corresponds to Bass, Chen and Rosen \cite{BCR} concerning the volume of the random walk range for $d=2$. We find that the deviation statistics of the capacity of the random walk can be related to the following constant of generalized Gagliardo-Nirenberg inequalities, \begin{equation*} \label{eq:maxineq} \inf_{f: \|\nabla f\|_{L^2}<\infty} \frac{\|f\|^{1/2}_{L^2} \|\nabla f\|^{1/2}_{L^2}}{ [\int_{(\mathbb{R}^4)^2} f^2(x) G(x-y) f^2(y) \text{d}x \text{d}y]^{1/4}}. \end{equation*}
Arka Adhikari, Izumi Okada• 2023
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Text-to-Image Generation | GenEval | Overall Score (GenEval)0.67 | 153 | |
| Text-to-Image Generation | TIIF | TIIF Overall Score74.96 | 36 | |
| Text-to-Image Generation | UniGenBench++ | Score (Short)68.85 | 16 | |
| Text to Image | UniGenBench++ | Short Summary Metric68.85 | 10 | |
| Text to Image | DPG-Bench | DPG-Bench Score83.5 | 10 |
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