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Dimitar I. Dimitrov

18 papers hereh-index 11403 citations28 works total

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

author position
  • first author4
  • middle author14

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.CL2
  • cs.CR2
  • cs.IR1
  • cs.PL1
  • stat.ML1
same name
  • Dimitar I. Dimitrov — 7 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLAMP: Extracting Text from Gradients with Language Model Priors

21 citations · 54 across the 18 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CL2024

BgGPT 1.0: Extending English-centric LLMs to other languages

Anton Alexandrov, Veselin Raychev, Dimitar I. Dimitrov +3

We present BgGPT-Gemma-2-27B-Instruct and BgGPT-Gemma-2-9B-Instruct: continually pretrained and fine-tuned versions of Google's Gemma-2 models, specifically optimized for Bulgarian…

cs.PL2024★ 1 cited

Modular Synthesis of Efficient Quantum Uncomputation

Hristo Venev, Timon Gehr, Dimitar Dimitrov +1

A key challenge of quantum programming is uncomputation: the reversible deallocation of qubits. And while there has been much recent progress on automating uncomputation, state-of-…

cs.LG2024★ 1 cited

SPEAR:Exact Gradient Inversion of Batches in Federated Learning

Dimitar I. Dimitrov, Maximilian Baader, Mark Niklas Müller +1

Federated learning is a framework for collaborative machine learning where clients only share gradient updates and not their private data with a server. However, it was recently sh…

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