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researcher

S. Nikiforova

2 papers hereh-index 341 citations9 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.AI1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

cs.AI2026

DMCD: Semantic-Statistical Framework for Causal Discovery

Samarth KaPatel, Sofia Nikiforova, Giacinto Paolo Saggese +1

We present DMCD (DataMap Causal Discovery), a two-phase causal discovery framework that integrates LLM-based semantic drafting from variable metadata with statistical validation on…

cs.SE2025

Runnable Directories: The Solution to the Monorepo vs. Multi-repo Debate

Shayan Ghasemnezhad, Samarth KaPatel, Sofia Nikiforova +3

Modern software systems increasingly strain traditional codebase organization strategies. Monorepos offer consistency but often suffer from scalability issues and tooling complexit…

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