Giacomo De Palma

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Conditional Entropy

State Transitions

Quantum Genetic Algorithm

Top Venues

IEEE Trans. Inf. Theory

Publications

Filippo Girardi, Giacomo De Palma
Trained quantum neural networks are Gaussian processes. CoRR (2024)
Giacomo De Palma, Milad Marvian, Dario Trevisan, Seth Lloyd
The Quantum Wasserstein Distance of Order 1. IEEE Trans. Inf. Theory 67 (10) (2021)
Bobak Toussi Kiani, Giacomo De Palma, Milad Marvian, Zi-Wen Liu, Seth Lloyd
Quantum Earth Mover's Distance: A New Approach to Learning Quantum Data. CoRR (2021)
Grecia Castelazo, Quynh The Nguyen, Giacomo De Palma, Dirk Englund, Seth Lloyd, Bobak Toussi Kiani
Quantum algorithms for group convolution, cross-correlation, and equivariant transformations. CoRR (2021)
Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd
Adversarial Robustness Guarantees for Random Deep Neural Networks. ICML (2021)
Bobak Toussi Kiani, Giacomo De Palma, Dirk Englund, William M. Kaminsky, Milad Marvian, Seth Lloyd
Quantum advantage for differential equation analysis. CoRR (2020)
Giacomo De Palma, Milad Marvian, Dario Trevisan, Seth Lloyd
The quantum Wasserstein distance of order 1. CoRR (2020)
Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd
Adversarial robustness guarantees for random deep neural networks. CoRR (2020)
Giacomo De Palma
New Lower Bounds to the Output Entropy of Multi-Mode Quantum Gaussian Channels. IEEE Trans. Inf. Theory 65 (9) (2019)
Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd
Random deep neural networks are biased towards simple functions. NeurIPS (2019)
Giacomo De Palma
The Entropy Power Inequality with quantum conditioning. CoRR (2018)
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti, Luigi Ambrosio
Gaussian optimizers for entropic inequalities in quantum information. CoRR (2018)
Giacomo De Palma, Stefan Huber
The conditional Entropy Power Inequality for quantum additive noise channels. CoRR (2018)
Giacomo De Palma
New lower bounds to the output entropy of multi-mode quantum Gaussian channels. CoRR (2018)
Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd
Deep neural networks are biased towards simple functions. CoRR (2018)
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti
Gaussian States Minimize the Output Entropy of the One-Mode Quantum Attenuator. IEEE Trans. Inf. Theory 63 (1) (2017)
Giacomo De Palma
Uncertainty relations with quantum memory for the Wehrl entropy. CoRR (2017)
Giacomo De Palma, Dario Trevisan
The Entropy Power Inequality with quantum memory. CoRR (2017)
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti
Gaussian States Minimize the Output Entropy of the One-Mode Quantum Attenuator. CoRR (2016)
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti
Passive States Optimize the Output of Bosonic Gaussian Quantum Channels. IEEE Trans. Inf. Theory 62 (5) (2016)
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti
Gaussian states minimize the output entropy of one-mode quantum Gaussian channels. CoRR (2016)