Szu-Hao Huang
Management Science and Operations Research · 2016–2018
A researcher in the Science corpus: 4 papers; trusts 10 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Management Science and Operations Research — 11 citations into it; #6,224 of 11,946 by trust here, #7,638 by citations
- Computer Vision and Pattern Recognition — 7 citations into it; #19,351 of 21,575 by trust here, #18,266 by citations
- Model Architectures — 6 citations into it
Whom Szu-Hao Huang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Yann LeCun
- L. Takeuchi
- Yoshua Bengio
- Simon S. Haykin
- John E. Moody
- Ronald J. Williams
Who trusts Szu-Hao Huang overall
Papers from Szu-Hao Huang's perspective
Ordered by how strongly the researchers Szu-Hao Huang trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- GradientBased Learning Applied to Document Recognition
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Financial Time-Series Data Analysis Using Deep Convolutional Neural Networks (2016) — 146 citations
- A Market Making Quotation Strategy Based on Dual Deep Learning Agents for Option Pricing and Bid-Ask Spread Estimation (2018) — 8 citations
- Developing Arbitrage Strategy in High-frequency Pairs Trading with Filterbank CNN Algorithm (2018) — 20 citations
- Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm (2018) — 21 citations