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researcher

Sydney M. Katz

18 papers hereh-index 9209 citations24 works total

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

author position
  • first author7
  • middle author11

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

fields
  • cs.RO7
  • cs.AI4
  • cs.LG4
  • cs.CV2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedGenerating Probabilistic Safety Guarantees for Neural Network Controllers

9 citations · 15 across the 17 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.AI2026

The FABRIC Strategy for Verifying Neural Feedback Systems

Samuel I. Akinwande, Sydney M. Katz, Mykel J. Kochenderfer +1

Forward reachability analysis is a dominant approach for verifying reach-avoid specifications in neural feedback systems, i.e., dynamical systems controlled by neural networks, and…

cs.AI2026

A New Strategy for Verifying Reach-Avoid Specifications in Neural Feedback Systems

Samuel I. Akinwande, Sydney M. Katz, Mykel J. Kochenderfer +1

Forward reachability analysis is the predominant approach for verifying reach-avoid properties in neural feedback systems (dynamical systems controlled by neural networks). This do…

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