Leonard Wossnig

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Quantum Computation

Machine Learning

Discriminative Features

Theoretical Guarantees

Top Venues

Quantum Mach. Intell.

Publications

Leonard Wossnig, Norbert Furtmann, Andrew Buchanan, Sandeep Kumar, Victor Greiff
Best practices for machine learning in antibody discovery and development. CoRR (2023)
Leonard Wossnig
Quantum Machine Learning For Classical Data. CoRR (2021)
Hongxiang Chen, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni
Universal discriminative quantum neural networks. Quantum Mach. Intell. 3 (1) (2021)
Chunhao Wang, Leonard Wossnig
A quantum algorithm for simulating non-sparse Hamiltonians. Quantum Inf. Comput. 20 (7&8) (2020)
Carlo Ciliberto, Andrea Rocchetto, Alessandro Rudi, Leonard Wossnig
Fast quantum learning with statistical guarantees. CoRR (2020)
Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini
Approximating Hamiltonian dynamics with the Nyström method. Quantum 4 (2020)
Nathan Wiebe, Leonard Wossnig
Generative training of quantum Boltzmann machines with hidden units. CoRR (2019)
Danial Dervovic, Mark Herbster, Peter Mountney, Simone Severini, Naïri Usher, Leonard Wossnig
Quantum linear systems algorithms: a primer. CoRR (2018)
Chunhao Wang, Leonard Wossnig
A quantum algorithm for simulating non-sparse Hamiltonians. CoRR (2018)
Alessandro Rudi, Leonard Wossnig, Carlo Ciliberto, Andrea Rocchetto, Massimiliano Pontil, Simone Severini
Approximating Hamiltonian dynamics with the Nyström method. CoRR (2018)
Hongxiang Chen, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni
Universal discriminative quantum neural networks. CoRR (2018)
Carlo Ciliberto, Mark Herbster, Alessandro Davide Ialongo, Massimiliano Pontil, Andrea Rocchetto, Simone Severini, Leonard Wossnig
Quantum machine learning: a classical perspective. CoRR (2017)
Stefano Bennati, Leonard Wossnig, Johannes Thiele
The Role of Information in Group Formation. ICAART (1) (2016)