Leonard Wossnig

15 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Best practices for machine learning in antibody discovery and development.
CoRR
Leonard Wossnig, Norbert Furtmann, Andrew Buchanan, Sandeep Kumar, Victor Greiff
2021 J jnl
Quantum Machine Learning For Classical Data.
CoRR
Leonard Wossnig
2021 — —
Quantum machine learning for classical data
Leonard Wossnig
2021 J jnl
Universal discriminative quantum neural networks.
Quantum Mach. Intell.
Hongxiang Chen, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni
2020 J jnl
A quantum algorithm for simulating non-sparse Hamiltonians.
Quantum Inf. Comput.
Chunhao Wang, Leonard Wossnig
2020 J jnl
Approximating Hamiltonian dynamics with the Nyström method.
Quantum
Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini
2020 J jnl
Fast quantum learning with statistical guarantees.
CoRR
Carlo Ciliberto, Andrea Rocchetto, Alessandro Rudi, Leonard Wossnig
2019 J jnl
An initialization strategy for addressing barren plateaus in parametrized quantum circuits.
Quantum
Edward Grant, Leonard Wossnig, Mateusz Ostaszewski, Marcello Benedetti
2019 J jnl
Generative training of quantum Boltzmann machines with hidden units.
CoRR
Nathan Wiebe, Leonard Wossnig
2018 J jnl
A quantum algorithm for simulating non-sparse Hamiltonians.
CoRR
Chunhao Wang, Leonard Wossnig
2018 J jnl
Approximating Hamiltonian dynamics with the Nyström method.
CoRR
Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini
2018 J jnl
Quantum linear systems algorithms: a primer.
CoRR
Danial Dervovic, Mark Herbster, Peter Mountney, Simone Severini, Naïri Usher, Leonard Wossnig
2018 J jnl
Universal discriminative quantum neural networks.
CoRR
Hongxiang Chen, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni
2017 J jnl
Quantum machine learning: a classical perspective.
CoRR
Carlo Ciliberto, Mark Herbster, Alessandro Davide Ialongo, Massimiliano Pontil, Andrea Rocchetto, Simone Severini, Leonard Wossnig
2016 — conf
The Role of Information in Group Formation.
ICAART (1)
Stefano Bennati, Leonard Wossnig, Johannes Thiele