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Brian Quanz — most-cited papers & profile · Time Series
← authors
·
overview
Brian Quanz
9
papers ·
99
citations ·
11
h-index
IBM (United States) · IBM Research - Thomas J. Watson Research Center
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting
2021 · 68 citations
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
2022 · 2 citations
Inter-Series Transformer: Attending to Products in Time Series Forecasting
2024 · 1 citations
CoRe: Coherency Regularization for Hierarchical Time Series
2025
Top co-authors
Georgia Perakis
· 2
Pavithra Harsha
· 2
Rares Cristian
· 2
Arindam Jati
· 1
Chandra Narayanaswami
· 1
Clemente Ocejo
· 1
Hamza Zerhouni
· 1
Ioannis Spantidakis
· 1
Nam Nguyen
· 1
Pavithra Harhsa
· 1
Shaonli Pal
· 1
Stuart Siegel
· 1
Topics
Probabilistic
Linear & Patch Models
math.DS
stat.ML
stat.AP
stat.ME
Transformer Forecasters
Domain — Healthcare