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Sumanta Mukherjee

8 papers hereh-index 5131 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CY1
  • stat.ML1
same name
  • Sumanta Mukherjee — 5 papers, h 1
  • Sumanta Mukherjee — 4 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedTiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series

11 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 3 cited

Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting

Arindam Jati, Vijay Ekambaram, Shaonli Pal +6

Selecting the right set of hyperparameters is crucial in time series forecasting. The classical temporal cross-validation framework for hyperparameter optimization (HPO) often lead…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.