Leonard Wossnig

15 papers Journal 13Unranked 1

Year	Rank	Type	Title / 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