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researcher

Can Karakus

3 papers hereh-index 393 citations3 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 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedThe Amazon Nova Family of Models: Technical Report and Model Card

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2025★ 2 cited

The Amazon Nova Family of Models: Technical Report and Model Card

Amazon AGI, Aaron Langford, Aayush Shah +783

We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highl…

cs.DC2024

Marconi: Prefix Caching for the Era of Hybrid LLMs

Rui Pan, Zhuang Wang, Zhen Jia +5

Hybrid models that combine the language modeling capabilities of Attention layers with the efficiency of Recurrent layers (e.g., State Space Models) have gained traction in practic…

cs.LG2024

MADA: Meta-Adaptive Optimizers through hyper-gradient Descent

Kaan Ozkara, Can Karakus, Parameswaran Raman +4

Following the introduction of Adam, several novel adaptive optimizers for deep learning have been proposed. These optimizers typically excel in some tasks but may not outperform Ad…

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