I Reid, A Weller… - Advances in Neural …, 2024 - proceedings.neurips.cc
We present a novel mechanism to improve the accuracy of the recently-introduced class of graph random features (GRFs). Our method induces negative correlations between the …
We present a novel quasi-Monte Carlo mechanism to improve graph-based sampling, coined repelling random walks. By inducing correlations between the trajectories of an …
F Uddin, Y Chen, Z Zhang, X Huang - Electronics, 2022 - mdpi.com
In natural language processing (NLP), document classification is an important task that relies on the proper thematic representation of the documents. Gaussian mixture-based …
X Geng, H Ni, C Wang - arXiv preprint arXiv:2407.13086, 2024 - arxiv.org
On a compact Riemannian manifold $ M, $ we show that the Riemannian distance function $ d (x, y) $ can be explicitly reconstructed from suitable asymptotics of the expected signature …