Quantum-optimal information encoding using noisy passive linear optics.

Classically Spoofing System Linear Cross Entropy Score Benchmarking.

Engines for predictive work extraction from memoryful quantum stochastic processes.

Implementing quantum dimensionality reduction for non-Markovian stochastic simulation.

Operational applications of the diamond norm and related measures in quantifying the non-physicality of quantum maps.

A new formulation of gradient boosting.

Quantum adaptive agents with efficient long-term memories.

Quantum-inspired identification of complex cellular automata.

Thermodynamic Machine Learning through Maximum Work Production.

Boosting on the shoulders of giants in quantum device calibration.

Robust inference of memory structure for efficient quantum modelling of stochastic processes.

Extreme dimensional compression with quantum modelling.

The classical-quantum divergence of complexity in modelling spin chains.