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Leonard Wossnig
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2020 – today
- 2023
- [i9]Leonard Wossnig, Norbert Furtmann, Andrew Buchanan, Sandeep Kumar, Victor Greiff:
Best practices for machine learning in antibody discovery and development. CoRR abs/2312.08470 (2023) - 2021
- [b1]Leonard Wossnig:
Quantum machine learning for classical data. University College London (University of London), UK, 2021 - [j3]Hongxiang Chen
, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni:
Universal discriminative quantum neural networks. Quantum Mach. Intell. 3(1): 1-11 (2021) - [i8]Leonard Wossnig:
Quantum Machine Learning For Classical Data. CoRR abs/2105.03684 (2021) - 2020
- [j2]Chunhao Wang, Leonard Wossnig:
A quantum algorithm for simulating non-sparse Hamiltonians. Quantum Inf. Comput. 20(7&8): 597-615 (2020) - [j1]Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini:
Approximating Hamiltonian dynamics with the Nyström method. Quantum 4: 234 (2020) - [i7]Carlo Ciliberto, Andrea Rocchetto, Alessandro Rudi, Leonard Wossnig:
Fast quantum learning with statistical guarantees. CoRR abs/2001.10477 (2020)
2010 – 2019
- 2019
- [i6]Nathan Wiebe, Leonard Wossnig:
Generative training of quantum Boltzmann machines with hidden units. CoRR abs/1905.09902 (2019) - 2018
- [i5]Danial Dervovic, Mark Herbster, Peter Mountney, Simone Severini, Naïri Usher, Leonard Wossnig:
Quantum linear systems algorithms: a primer. CoRR abs/1802.08227 (2018) - [i4]Chunhao Wang, Leonard Wossnig:
A quantum algorithm for simulating non-sparse Hamiltonians. CoRR abs/1803.08273 (2018) - [i3]Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini:
Approximating Hamiltonian dynamics with the Nyström method. CoRR abs/1804.02484 (2018) - [i2]Hongxiang Chen
, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni:
Universal discriminative quantum neural networks. CoRR abs/1805.08654 (2018) - 2017
- [i1]Carlo Ciliberto, Mark Herbster, Alessandro Davide Ialongo, Massimiliano Pontil, Andrea Rocchetto, Simone Severini, Leonard Wossnig:
Quantum machine learning: a classical perspective. CoRR abs/1707.08561 (2017) - 2016
- [c1]Stefano Bennati, Leonard Wossnig, Johannes Thiele:
The Role of Information in Group Formation. ICAART (1) 2016: 231-235
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