Armando Bellante
@ikiga1.bsky.social
Postdoctoral researcher in quantum algorithms at the Max Planck Institute of Quantum Optics, Munich. PhD from Politecnico di Milano. Reverse engineering and binary exploitation with Tower of Hanoi and mhackeroni.
I’m happy to announce a new #preprint! 🧑💻📝🎉
Quantum states often show up with hidden structure. What if a state is built from just a few elements of a larger, #non-orthogonal, #overcomplete dictionary? Can we exploit that sparsity to beat standard #tomography costs?
🧵⬇️ /n
Quantum states often show up with hidden structure. What if a state is built from just a few elements of a larger, #non-orthogonal, #overcomplete dictionary? Can we exploit that sparsity to beat standard #tomography costs?
🧵⬇️ /n
October 9, 2025 at 12:21 PM
I’m happy to announce a new #preprint! 🧑💻📝🎉
Quantum states often show up with hidden structure. What if a state is built from just a few elements of a larger, #non-orthogonal, #overcomplete dictionary? Can we exploit that sparsity to beat standard #tomography costs?
🧵⬇️ /n
Quantum states often show up with hidden structure. What if a state is built from just a few elements of a larger, #non-orthogonal, #overcomplete dictionary? Can we exploit that sparsity to beat standard #tomography costs?
🧵⬇️ /n
🎉 Our paper “The Generalized Skew Spectrum of Graphs” was accepted to ICML 2025!
We applied deep math - group theory, rep theory & Fourier analysis - to graph ML (no quantum this time!😄)
📍 See you in Vancouver in July!
📄 arxiv.org/abs/2505.23609
#ICML2025 #GraphML #AI #ML
We applied deep math - group theory, rep theory & Fourier analysis - to graph ML (no quantum this time!😄)
📍 See you in Vancouver in July!
📄 arxiv.org/abs/2505.23609
#ICML2025 #GraphML #AI #ML
The Generalized Skew Spectrum of Graphs
This paper proposes a family of permutation-invariant graph embeddings, generalizing the Skew Spectrum of graphs of Kondor & Borgwardt (2008). Grounded in group theory and harmonic analysis, our metho...
arxiv.org
May 30, 2025 at 12:07 PM
🎉 Our paper “The Generalized Skew Spectrum of Graphs” was accepted to ICML 2025!
We applied deep math - group theory, rep theory & Fourier analysis - to graph ML (no quantum this time!😄)
📍 See you in Vancouver in July!
📄 arxiv.org/abs/2505.23609
#ICML2025 #GraphML #AI #ML
We applied deep math - group theory, rep theory & Fourier analysis - to graph ML (no quantum this time!😄)
📍 See you in Vancouver in July!
📄 arxiv.org/abs/2505.23609
#ICML2025 #GraphML #AI #ML
Reposted by Armando Bellante
Finally, after a very long review process, our new paper (with @ikiga1.bsky.social, @scinawa.bsky.social and @johnmc88.bsky.social) is out!
We explore how promising is Quantum Machine Learning for cybersecurity applications.
www.sciencedirect.com/science/arti...
We explore how promising is Quantum Machine Learning for cybersecurity applications.
www.sciencedirect.com/science/arti...
Evaluating the potential of quantum machine learning in cybersecurity: A case-study on PCA-based intrusion detection systems
Quantum computing promises to revolutionize our understanding of the limits of computation, and its implications in cryptography have long been eviden…
www.sciencedirect.com
February 6, 2025 at 3:06 PM
Finally, after a very long review process, our new paper (with @ikiga1.bsky.social, @scinawa.bsky.social and @johnmc88.bsky.social) is out!
We explore how promising is Quantum Machine Learning for cybersecurity applications.
www.sciencedirect.com/science/arti...
We explore how promising is Quantum Machine Learning for cybersecurity applications.
www.sciencedirect.com/science/arti...