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researcher

M. Fränzle

19 papers hereh-index 232.1k citations163 works total

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

author position
  • first author4
  • middle author8
  • last author7

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.GT3
  • cs.LG2
  • cs.LO2
  • cs.PL2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedGeneralized Craig Interpolation for Stochastic Boolean Satisfiability Problems with Applications to Probabilistic State Reachability and Region Stability

4 citations · 22 across the 18 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

S. Bensalem, Y. Dong, M. Franzle +6

This position paper argues that enforcing LLM agent safety within a single abstraction layer is not merely suboptimal but categorically insufficient for deployed LLM agents -- a st…

cs.AI2023★ 3 cited

Safety Shielding under Delayed Observation

Filip Cano Córdoba, Alexander Palmisano, Martin Fränzle +2

Agents operating in physical environments need to be able to handle delays in the input and output signals since neither data transmission nor sensing or actuating the environment…

cs.AI2022★ 2 cited

Verification of Sigmoidal Artificial Neural Networks using iSAT

Dominik Grundt, Sorin Liviu Jurj, Willem Hagemann +2

This paper presents an approach for verifying the behaviour of nonlinear Artificial Neural Networks (ANNs) found in cyber-physical safety-critical systems. We implement a dedicated…

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