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Texas State University System

United States

2 papers here12 citations across 2
fields
  • cs.DC1
  • cs.LG1
ROR 009ey6w22OpenAlex

affiliations via OpenAlex

most citedEnergy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification

12 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • A. Peters1 · h 4
  • Arshia Kermani1 · h 2
  • Bozhi You1 · h 3
  • Christopher J. Rossbach1 · h 25
  • E. Zeraatkar1 · h 4
  • G. Biros1 · h 51
  • Habib Irani1 · h 4
  • Henrique Fingler1 · h 7
  • Hochan Lee1 · h 2
  • Ian Henriksen1 · h 1
  • K. Pingali1 · h 56
  • Martin Burtscher1 · h 3
collaborating institutions
  • Microsoft (United States)US1 paper
  • Texas State UniversityUS1 paper
  • The University of Texas at AustinUS1 paper
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 12 cited

Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification

Arshia Kermani, Ehsan Zeraatkar, Habib Irani

The increasing computational demands of transformer models in time series classification necessitate effective optimization strategies for energy-efficient deployment. Our study pr…

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