Zobrazeno 1 - 10
of 20 069
pro vyhledávání: '"Huang, Jian‐an"'
Semi-supervised learning (SSL) offers a robust framework for harnessing the potential of unannotated data. Traditionally, SSL mandates that all classes possess labeled instances. However, the emergence of open-world SSL (OwSSL) introduces a more prac
Externí odkaz:
http://arxiv.org/abs/2411.01833
There has been a significant recent surge in deep neural network (DNN) techniques. Most of the existing DNN techniques have restricted model formats/assumptions. To overcome their limitations, we propose the nonparametric transformation model, which
Externí odkaz:
http://arxiv.org/abs/2410.19226
We propose a novel deep learning approach to nonparametric statistical inference for the conditional hazard function of survival time with right-censored data. We use a deep neural network (DNN) to approximate the logarithm of a conditional hazard fu
Externí odkaz:
http://arxiv.org/abs/2410.18021
Implicit neural representation and explicit 3D Gaussian Splatting (3D-GS) for novel view synthesis have achieved remarkable progress with frame-based camera (e.g. RGB and RGB-D cameras) recently. Compared to frame-based camera, a novel type of bio-in
Externí odkaz:
http://arxiv.org/abs/2410.08107
Considered here are robust subgroup-classifier learning and testing in change-plane regressions with heavy-tailed errors, which can identify subgroups as a basis for making optimal recommendations for individualized treatment. A new subgroup classifi
Externí odkaz:
http://arxiv.org/abs/2408.14036
PACKMOL is a widely utilized molecular modeling tool within the computational chemistry community. However, its perceivable advantages have been impeded by the long-standing lack of a robust open-source graphical user interface (GUI) that integrates
Externí odkaz:
http://arxiv.org/abs/2408.12624
Publikováno v:
In ACM SIGOPS 30th Symposium on Operating Systems Principles (SOSP '24), Austin, TX, November, 2024
As AI chips incorporate numerous parallelized cores to scale deep learning (DL) computing, inter-core communication is enabled recently by employing high-bandwidth and low-latency interconnect links on the chip (e.g., Graphcore IPU). It allows each c
Externí odkaz:
http://arxiv.org/abs/2408.04808
Cloud platforms today have been deploying hardware accelerators like neural processing units (NPUs) for powering machine learning (ML) inference services. To maximize the resource utilization while ensuring reasonable quality of service, a natural ap
Externí odkaz:
http://arxiv.org/abs/2408.04104
Considered here is a hypothesis test for the coefficients in the change-plane regression models to detect the existence of a change plane. The test that is considered is from the class of test problems in which some parameters are not identifiable un
Externí odkaz:
http://arxiv.org/abs/2408.00602
Autor:
Bozo, Eva, Xin, Pei-Lin, Zhao, Yingqi, Yaltaye, Mulusew W., Hubarevich, Aliaksandr, Pankratova, Viktorija, Wang, Shubo, Huang, Jian-An
Single-molecule surface-enhanced Raman spectroscopy based on a particle trapped in a plasmonic nanopores provides a unique method for continued and controlled detection of peptide and DNA oligonucleotides in liquid medium. However, the Brownian motio
Externí odkaz:
http://arxiv.org/abs/2407.19045