2 citations · 3 across the 4 of their papers we have counts for
4 papers
Riemannian stochastic optimization methods avoid strict saddle points
Ya-Ping Hsieh, Mohammad Reza Karimi, Andreas Krause +1
Many modern machine learning applications - from online principal component analysis to covariance matrix identification and dictionary learning - can be formulated as minimization…
Ultrahigh Photoresponsivity of Gold Nanodisk Array/CVD MoS-based Hybrid Phototransistor
Shyam Narayan Singh Yadav, Po-Liang Chen, Yu-Chi Yao +6
Owing to its atomically thin thickness, layer-dependent tunable band gap, flexibility, and CMOS compatibility, MoS is a promising candidate for photodetection. However, mono-la…
Continuous-time Analysis for Variational Inequalities: An Overview and Desiderata
Tatjana Chavdarova, Ya-Ping Hsieh, Michael I. Jordan
Algorithms that solve zero-sum games, multi-objective agent objectives, or, more generally, variational inequality (VI) problems are notoriously unstable on general problems. Owing…
Nanostructure analysis of InGaN/GaN quantum wells based on semi-polar-faced GaN nanorods
Yu-Sheng Huang, Yu-Hsin Weng, Yung-Sheng Chen +6
We demonstrate a series of InGaN/GaN double quantum well nanostructure elements. We grow a layer of 2 μm undoped GaN template on top of a (0001)-direction sapphire substrate. A 100…