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researcher

I. Monosov

2 papers hereh-index 262.2k citations58 works total

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

author position
  • sole author1
  • last author1

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

fields
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

works on
curiosity 1ecosystem modeling 1inquiry policy 1knowledge discovery 1multi-agent systems 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.AI2026

A framework for single and multi-agent human-AI curiosity ecosystems

Ilya E. Monosov

The paper proposes a conceptual framework that treats curiosity as an ecosystem, modeling how an agent’s questioning behavior depends on uncertainty reduction, costs, delayed retur…

cs.CV2026

Class Unlearning via Depth-Aware Removal of Forget-Specific Directions

Arman Hatami, Romina Aalishah, Ilya E. Monosov

Machine unlearning aims to remove targeted knowledge from a trained model without the cost of retraining from scratch. In class unlearning, however, reducing accuracy on forget cla…

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