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Lovekesh Vig — most-cited papers & profile · Time Series
← authors
·
overview
Lovekesh Vig
29
papers ·
626
citations ·
26
h-index
Voluntary Health Association Of India · Tennessee Cancer Specialists
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection
2016 · 346 citations
TimeNet: Pre-trained deep recurrent neural network for time series classification
2017 · 113 citations
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks
2019 · 82 citations
Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks
2018 · 18 citations
Handling Variable-Dimensional Time Series with Graph Neural Networks
2020
Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
2022
Top co-authors
Gautam Shroff
· 5
Pankaj Malhotra
· 4
Jyoti Narwariya
· 3
Priyanka Gupta
· 2
Puneet Agarwal
· 2
Anusha Ramakrishnan
· 1
Chetan Verma
· 1
Easwara Subramanian
· 1
Gaurangi Anand
· 1
Pankaj Malhotra
· 1
Pankaj Malhotra
· 1
Sanjay Bhat
· 1
Topics
Anomaly Detection
stat.ML
Transformer Forecasters
cs.LG
Linear & Patch Models
cs.NE
Domain — Energy/Weather