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researcher

Mohammed Ehab

2 papers hereh-index 11 citations4 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedCoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

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

collaborators

2 papers

cs.AI2026

OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping

Mohammed Ehab, Aymane El Gadarri, Vivek F. Farias +2

Large Language Models (LLMs) have achieved remarkable success in complex reasoning tasks through Chain-of-Thought (CoT) prompting. However, these models often exhibit "computationa…

cs.LG2024★ 1 cited

CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

Abhishek Singh, Gauri Gupta, Ritvik Kapila +5

Federated Learning (FL) enables collaborative optimization of machine learning models across decentralized data by aggregating model parameters. Our approach extends this concept b…

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