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James Zhang — most-cited papers & profile · Time Series
← authors
·
overview
James Zhang
7
papers ·
9
citations ·
17
h-index
Northwestern University · Deloitte (United States) · Northwestern University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies
2023 · 7 citations
Deep Optimal Timing Strategies for Time Series
2023 · 1 citations
End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation
2022
Top co-authors
Chen Pan
· 2
Fan Zhou
· 2
Lintao Ma
· 2
Shiyu Wang
· 2
Xinxin Zhu
· 2
Yangfei Zheng
· 2
and Yunhua Hu
· 1
Fan Zhou
· 1
Lei Lei
· 1
Siqiao Xue
· 1
Wenxin Ning
· 1
Xuanwei Hu
· 1
Topics
Transformer Forecasters
Probabilistic
Linear & Patch Models
stat.ML
Domain — Finance