Zoë Holmes

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Steepest Ascent

Quantum Computing

Extreme Learning Machines

Top Venues

Publications

Ricard Puig-i-Valls, Marc Drudis, Supanut Thanasilp, Zoë Holmes
Variational quantum simulation: a case study for understanding warm starts. CoRR (2024)
Martin Larocca, Supanut Thanasilp, Samson Wang, Kunal Sharma, Jacob D. Biamonte, Patrick J. Coles, Lukasz Cincio, Jarrod R. McClean, Zoë Holmes, Marco Cerezo
A Review of Barren Plateaus in Variational Quantum Computing. CoRR (2024)
Manuel S. Rudolph, Sacha Lerch, Supanut Thanasilp, Oriel Kiss, Sofia Vallecorsa, Michele Grossi, Zoë Holmes
Trainability barriers and opportunities in quantum generative modeling. CoRR (2023)
Weijie Xiong, Giorgio Facelli, Mehrad Sahebi, Owen Agnel, Thiparat Chotibut, Supanut Thanasilp, Zoë Holmes
On fundamental aspects of quantum extreme learning machines. CoRR (2023)
Marco Cerezo, Martin Larocca, Diego García-Martín, Nelson L. Diaz, Paolo Braccia, Enrico Fontana, Manuel S. Rudolph, Pablo Bermejo, Aroosa Ijaz, Supanut Thanasilp, Eric R. Anschuetz, Zoë Holmes
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing. CoRR (2023)
Sofiène Jerbi, Joe Gibbs, Manuel S. Rudolph, Matthias C. Caro, Patrick J. Coles, Hsin-Yuan Huang, Zoë Holmes
The power and limitations of learning quantum dynamics incoherently. CoRR (2023)
Supanut Thanasilp, Samson Wang, Marco Cerezo, Zoë Holmes
Exponential concentration and untrainability in quantum kernel methods. CoRR (2022)
Matthias C. Caro, Hsin-Yuan Huang, Nicholas Ezzell, Joe Gibbs, Andrew T. Sornborger, Lukasz Cincio, Patrick J. Coles, Zoë Holmes
Out-of-distribution generalization for learning quantum dynamics. CoRR (2022)
Nic Ezzell, Zoë Holmes, Patrick J. Coles
The quantum low-rank approximation problem. CoRR (2022)
Joe Gibbs, Zoë Holmes, Matthias C. Caro, Nicholas Ezzell, Hsin-Yuan Huang, Lukasz Cincio, Andrew T. Sornborger, Patrick J. Coles
Dynamical simulation via quantum machine learning with provable generalization. CoRR (2022)
Zoë Holmes, Gopikrishnan Muraleedharan, Rolando D. Somma, Yigit Subasi, Burak Sahinoglu
Quantum algorithms from fluctuation theorems: Thermal-state preparation. Quantum 6 (2022)
Joe Gibbs, Kaitlin Gili, Zoë Holmes, Benjamin Commeau, Andrew Arrasmith, Lukasz Cincio, Patrick J. Coles, Andrew T. Sornborger
Long-time simulations with high fidelity on quantum hardware. CoRR (2021)
Andrew Arrasmith, Zoë Holmes, M. Cerezo, Patrick J. Coles
Equivalence of quantum barren plateaus to cost concentration and narrow gorges. CoRR (2021)
Zoë Holmes, Kunal Sharma, M. Cerezo, Patrick J. Coles
Connecting ansatz expressibility to gradient magnitudes and barren plateaus. CoRR (2021)
Kunal Sharma, Marco Cerezo, Zoë Holmes, Lukasz Cincio, Andrew T. Sornborger, Patrick J. Coles
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets. CoRR (2020)
Zoë Holmes, Erick Hinds Mingo, Calvin Y.-R. Chen, Florian Mintert
Quantifying Athermality and Quantum Induced Deviations from Classical Fluctuation Relations. Entropy 22 (1) (2020)