Christopher Ferrie
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
quantum computing
(2)
quantum machine learning
(2)
variational quantum algorithm
(2)
variational learning
(1)
parameterized quantum circuit
(1)
variational quantum circuit
(1)
matrix product state
(1)
barren plateaus
(1)
classical simulability
(1)
classical shadow
(1)
quantum autoencoder
(1)
training cost
(1)
quantum simulation
(1)
quantum resource
(1)
quantum shadow
(1)
quantum state preparation
(1)
variational ansatz
(1)
Papers
On the Trainability and Classical Simulability of Learning Matrix Product States Variationally
AAAI 2025
Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows
IJCAI 2024
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows
AAAI 2023