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researcher

Petros Zerfos

3 papers hereh-index 193.2k citations71 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedGranite Code Models: A Family of Open Foundation Models for Code Intelligence

10 citations · 17 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2024★ 10 cited

Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Mayank Mishra, Matt Stallone, Gaoyuan Zhang +43

Large Language Models (LLMs) trained on code are revolutionizing the software development process. Increasingly, code LLMs are being integrated into software development environmen…

cs.LG2021★ 7 cited

AutoAI-TS: AutoAI for Time Series Forecasting

Syed Yousaf Shah, Dhaval Patel, Long Vu +10

A large number of time series forecasting models including traditional statistical models, machine learning models and more recently deep learning have been proposed in the literat…

cs.LG2018

seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention

Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos

Discovering temporal lagged and inter-dependencies in multivariate time series data is an important task. However, in many real-world applications, such as commercial cloud managem…

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