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Amjad Ibrahim

6 papers hereh-index 7226 citations19 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.DL1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedExtending Causal Models from Machines into Humans

4 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

4 papers · 1 filter

cs.AI2020

From Checking to Inference: Actual Causality Computations as Optimization Problems

Amjad Ibrahim, Alexander Pretschner

Actual causality is increasingly well understood. Recent formal approaches, proposed by Halpern and Pearl, have made this concept mature enough to be amenable to automated reasonin…

cs.AI2019★ 4 cited

Extending Causal Models from Machines into Humans

Severin Kacianka, Amjad Ibrahim, Alexander Pretschner +2

Causal Models are increasingly suggested as a means to reason about the behavior of cyber-physical systems in socio-technical contexts. They allow us to analyze courses of events a…

cs.AI2019

Efficiently Checking Actual Causality with SAT Solving

Amjad Ibrahim, Simon Rehwald, Alexander Pretschner

Recent formal approaches towards causality have made the concept ready for incorporation into the technical world. However, causality reasoning is computationally hard; and no gene…

cs.AI2017

ACCBench: A Framework for Comparing Causality Algorithms

Simon Rehwald, Amjad Ibrahim, Kristian Beckers +1

Modern socio-technical systems are increasingly complex. A fundamental problem is that the borders of such systems are often not well-defined a-priori, which among other problems c…

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