no code implementations • 9 May 2024 • Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang, Shaina Raza
Beyond these numerical ratings, textual reviews provide insights into users fine-grained preferences and item features.
no code implementations • 19 Jan 2024 • Shaina Raza, Shardul Ghuge, Chen Ding, Elham Dolatabadi, Deval Pandya
The rapid evolution of Large Language Models (LLMs) highlights the necessity for ethical considerations and data integrity in AI development, particularly emphasizing the role of FAIR (Findable, Accessible, Interoperable, Reusable) data principles.
no code implementations • 22 Dec 2023 • Chen Ding, Christopher Kanan, Dylan McKellips, Toranosuke Ozawa, Arian Shahmirza, Wesley Smith
The greatest demand for today's computing is machine learning.
no code implementations • 22 Nov 2023 • Zeliang Zhang, Zhuo Liu, Susan Liang, Zhiyuan Wang, Yifan Zhu, Chen Ding, Chenliang Xu
However, the application of tensor decomposition is largely hindered by the exponential increment of the computational complexity and storage consumption with the size of tensors.
no code implementations • 16 Sep 2023 • Chen Ding, Shuqiang Wang
Specifically, by designing a module incorporating inner graph convolution network (InnerGCN), the generators of BGGAN can employ features of direct and indirect brain regions to learn the mapping function between structural domain and functional domain.
no code implementations • 3 Aug 2023 • Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
Therefore, it is crucial to detect and remove these biases to ensure the fair and ethical use of data.
no code implementations • 14 Jul 2023 • Shaina Raza, Chen Ding, Deval Pandya
Discriminatory language and biases are often present in hate speech during conversations, which usually lead to negative impacts on targeted groups such as those based on race, gender, and religion.
no code implementations • 11 Aug 2022 • Shaina Raza, Deepak John Reji, Chen Ding
Because of the increasing use of data-centric systems and algorithms in machine learning, the topic of fairness is receiving a lot of attention in the academic and broader literature.
no code implementations • 3 Aug 2022 • Chen Ding, Xiao-Yue Xu, Yun-Fei Niu, Shuo Zhang, Wan-su Bao, He-Liang Huang
Here, we design and implement two AL-enpowered variational quantum classifiers, to investigate the potential applications and effectiveness of AL in quantum machine learning.
no code implementations • 31 Jul 2022 • Yun-Fei Niu, Shuo Zhang, Chen Ding, Wan-su Bao, He-Liang Huang
Variational quantum algorithms (VQAs) have emerged as a promising near-term technique to explore practical quantum advantage on noisy intermediate-scale quantum (NISQ) devices.
no code implementations • 15 Mar 2021 • Shaina Raza, Chen Ding
News reading is also driven by a blend of a reader's long-term and short-term interests.
no code implementations • 12 Jan 2021 • Chen Ding, Noemie Globus, Glennys R. Farrar
Without specifying any particular production mechanism, but only postulating that the source distribution follows the matter distribution of the local Universe, a good accounting of the magnitude, direction and energy dependence of the dipole anisotropy at energies above $8 \times 10^{18}$ eV is obtained, after taking into account the impact of energy losses during propagation (the "GZK horizon"), diffusion in extragalactic magnetic field and deflections in the Galactic magnetic field (GMF).
High Energy Astrophysical Phenomena
no code implementations • 10 Sep 2020 • Shaina Raza, Chen Ding
Nowadays, more and more news readers tend to read news online where they have access to millions of news articles from multiple sources.
no code implementations • 21 Jun 2019 • Chen Ding, Tian-Yi Bao, He-Liang Huang
Support vector machine (SVM) is a particularly powerful and flexible supervised learning model that analyzes data for both classification and regression, whose usual algorithm complexity scales polynomially with the dimension of data space and the number of data points.
1 code implementation • 1 Oct 2018 • Rahman Lavaee, John Criswell, Chen Ding
Modern software executes a large amount of code.
Programming Languages