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researcher

J. Kalagnanam

15 papers hereh-index 3513.9k citations153 works total

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

author position
  • first author1
  • middle author5
  • last author9

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ME2
  • cs.AI1
  • math.OC1
  • physics.ao-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedA Time Series is Worth 64 Words: Long-term Forecasting with Transformers

559 citations · 914 across the 14 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2016

A Spatio-Temporal Modeling Approach for Weather Radar Reflectivity Data and Its Applications in Tropical Southeast Asia

Xiao Liu, Viknesswaran Gopal, Jayant Kalagnanam

Weather radar echoes, correlated in both space and time, are the most important input data for short-term precipitation forecast. Motivated by real datasets, this paper is concerne…

stat.ME2016★ 2 cited

Statistical Modeling for Spatio-Temporal Degradation Data

Xiao Liu, Kyongmin Yeo, Jayant Kalagnanam

This paper investigates the modeling of an important class of degradation data, which are collected from a spatial domain over time; for example, the surface quality degradation. L…

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