Zobrazeno 1 - 10
of 155
pro vyhledávání: '"Chen, Juntong"'
Autor:
Li, Haobo, Kam-Kwai, Wong, Luo, Yan, Chen, Juntong, Liu, Chengzhong, Zhang, Yaxuan, Lau, Alexis Kai Hon, Qu, Huamin, Liu, Dongyu
The escalating frequency and intensity of heat-related climate events, particularly heatwaves, emphasize the pressing need for advanced heat risk management strategies. Current approaches, primarily relying on numerical models, face challenges in spa
Externí odkaz:
http://arxiv.org/abs/2406.03317
The voluminous nature of geospatial temporal data from physical monitors and simulation models poses challenges to efficient data access, often resulting in cumbersome temporal selection experiences in web-based data portals. Thus, selecting a subset
Externí odkaz:
http://arxiv.org/abs/2403.03449
Autor:
Chen, Juntong
In this paper, we consider robust nonparametric regression using deep neural networks with ReLU activation function. While several existing theoretically justified methods are geared towards robustness against identical heavy-tailed noise distributio
Externí odkaz:
http://arxiv.org/abs/2310.20294
StackOverflow (SO) is a widely used question-and-answer (Q\&A) website for software developers and computer scientists. GitHub is an online development platform used for storing, tracking, and collaborating on software projects. Prior work relates th
Externí odkaz:
http://arxiv.org/abs/2308.09573
Autor:
Chen, Juntong
StackOverflow (SO) is a widely used question-and-answer (QandA) website for software developers and computer scientists. GitHub is a code hosting platform for collaboration and version control. Popular software libraries are open-source and published
Externí odkaz:
http://hdl.handle.net/10919/111786
Autor:
Chen, Juntong
We observe $n$ independent pairs of random variables $(W_{i}, Y_{i})$ for which the conditional distribution of $Y_{i}$ given $W_{i}=w_{i}$ belongs to a one-parameter exponential family with parameter ${\mathbf{\gamma}}^{*}(w_{i})\in{\mathbb{R}}$ and
Externí odkaz:
http://arxiv.org/abs/2212.12954
Autor:
Chen, Juntong
Let $X_{1}=(W_{1},Y_{1}),\ldots,X_{n}=(W_{n},Y_{n})$ be $n$ pairs of independent random variables. We assume that, for each $i\in\{1,\ldots,n\}$, the conditional distribution of $Y_{i}$ given $W_{i}$ belongs to a one-parameter exponential family with
Externí odkaz:
http://arxiv.org/abs/2203.06656
Autor:
Chen, Juntong
Publikováno v:
In Journal of Statistical Planning and Inference December 2024 233
Autor:
Baraud, Yannick, Chen, Juntong
Publikováno v:
In Journal of Statistical Planning and Inference December 2024 233
In-memory computing (IMC) is an effectual solution for energy-efficient artificial intelligence applications. Analog IMC amortizes the power consumption of multiple sensing amplifiers with analog-to-digital converter (ADC), and simultaneously complet
Externí odkaz:
http://arxiv.org/abs/2110.03937