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Akshat Kumar — most-cited papers & profile · Time Series
← authors
·
overview
Akshat Kumar
13
papers ·
245
citations ·
17
h-index
Guru Gobind Singh Indraprastha University · Singapore Management University
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Most-cited papers
ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
2022 · 111 citations
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting
2022 · 86 citations
Unified Training of Universal Time Series Forecasting Transformers
2024 · 32 citations
Learning Deep Time-index Models for Time Series Forecasting
2022 · 14 citations
Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain
2023 · 1 citations
Top co-authors
Chenghao Liu
· 5
Doyen Sahoo
· 5
Gerald Woo
· 5
Steven Hoi
· 3
Caiming Xiong
· 1
Silvio Savarese
· 1
Topics
Transformer Forecasters
Linear & Patch Models
Foundation Models
Anomaly Detection
Domain — Finance