Alessandro Luongo

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Machine Learning Systems

Data Representations

Finite Mixture Models

Boolean Functions

Top Venues

Quantum Mach. Intell.

Publications

Jonathan Allcock, Jinge Bao, João F. Doriguello, Alessandro Luongo, Miklos Santha
Constant-depth circuits for Uniformly Controlled Gates and Boolean functions with application to quantum memory circuits. CoRR (2023)
João F. Doriguello, Alessandro Luongo, Ewin Tang
Do you know what q-means? CoRR (2023)
Armando Bellante, Alessandro Luongo, Stefano Zanero
Quantum algorithms for SVD-based data representation and analysis. Quantum Mach. Intell. 4 (2) (2022)
João F. Doriguello, Alessandro Luongo, Jinge Bao, Patrick Rebentrost, Miklos Santha
Quantum Algorithm for Stochastic Optimal Stopping Problems with Applications in Finance. TQC (2022)
Armando Bellante, Alessandro Luongo, Stefano Zanero
Quantum Algorithms for Data Representation and Analysis. CoRR (2021)
Iordanis Kerenidis, Alessandro Luongo, Anupam Prakash
Quantum Expectation-Maximization for Gaussian mixture models. ICML (2020)
Alessandro Luongo, Changpeng Shao
Quantum algorithms for spectral sums. CoRR (2020)
Iordanis Kerenidis, Alessandro Luongo, Anupam Prakash
Quantum Expectation-Maximization for Gaussian Mixture Models. CoRR (2019)
Iordanis Kerenidis, Jonas Landman, Alessandro Luongo, Anupam Prakash
q-means: A quantum algorithm for unsupervised machine learning. NeurIPS (2019)
Iordanis Kerenidis, Jonas Landman, Alessandro Luongo, Anupam Prakash
q-means: A quantum algorithm for unsupervised machine learning. CoRR (2018)
Iordanis Kerenidis, Alessandro Luongo
Quantum classification of the MNIST dataset via Slow Feature Analysis. CoRR (2018)
Paolo Boldi, Alessandro Luongo, Sebastiano Vigna
Rank monotonicity in centrality measures. Netw. Sci. 5 (4) (2017)