13
collaborators
2023–2026
years active
Contributions
QIP QCrypt TQC talk poster presenter award · △program ◇steering ○organizing · filled = chair
1 Talk
| Title | Conference | Type | Co-authors |
|---|---|---|---|
| Quantifying Quantum Advantage in Topological Data Analysis | QIP 2023 | regular | Dominic Berry, Yuan Su, Robbie King, Joao Basso, Alexander Barba, Abhishek Rajput, Nathan Wiebe, ▸Vedran Dunjko, Ryan Babbush |
6 Posters
| Title | Conference | Co-authors |
|---|---|---|
| Computational complexity of the persistence of homology problem with orientable filtration: MA-completeness | QIP 2026 | ▸Ryu Hayakawa, Mahtab Yaghubi Rad, Vedran Dunjko |
| Computational complexity of the homology problem with orientable filtration: MA-completeness | TQC 2026 | Ryu Hayakawa, Mahtab Yaghubi Rad, Vedran Dunjko |
We show the existence of an MA-complete homology problem for a certain subclass of simplicial complexes. The problem is defined through a new concept of orientability of simplicial complexes that we call a ``uniform orientable filtration'', which is related to sign-problem freeness in homology. The containment in MA is achieved through the design of new, higher-order random walks on simplicial complexes associated with the filtration. For the MA-hardness, we design a new gadget with which we can reduce from an MA-hard stoquastic satisfiability problem. Therefore, our result provides the first natural MA-complete problem for higher-order random walks on simplicial complexes, combining the concepts of topology, persistent homology, and quantum computing. |
||
| Quantum computing and persistence in topological data analysis | QIP 2025 | Alexander Schmidhuber, Robbie King, Vedran Dunjko, Ryu Hayakawa |
| Quantum computing and persistence in topological data analysis | TQC 2025 | — |
| Exponential separations between classical and quantum learners | QIP 2024 | Vedran Dunjko |
| Quantum Machine Learning on Smaller Quantum Computers | QIP 2023 | Simon Marshall, Vedran Dunjko |
Collaborators
| Co-author | Joint talks |
|---|---|
| Vedran Dunjko | 6 |
| Ryu Hayakawa | 3 |
| Mahtab Yaghubi Rad | 2 |
| Robbie King | 2 |
| Abhishek Rajput | 1 |
| Alexander Barba | 1 |
| Alexander Schmidhuber | 1 |
| Dominic Berry | 1 |
| Joao Basso | 1 |
| Nathan Wiebe | 1 |
| Ryan Babbush | 1 |
| Simon Marshall | 1 |
| Yuan Su | 1 |