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researcher

Aida Ashrafi

2 papers hereh-index 15 citations5 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedEXPRTS: Exploring and Probing the Robustness of Time Series Forecasting Models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

EXPRTS: Exploring and Probing the Robustness of Time Series Forecasting Models

Håkon Hanisch Kjærnli, Lluis Mas-Ribas, Hans Jakob Håland +4

When deploying time series forecasting models based on machine learning to real world settings, one often encounter situations where the data distribution drifts. Such drifts expos…

cs.LG2022

Combinatorial optimization for low bit-width neural networks

Han Zhou, Aida Ashrafi, Matthew B. Blaschko

Low-bit width neural networks have been extensively explored for deployment on edge devices to reduce computational resources. Existing approaches have focused on gradient-based op…

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