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Found 6 papers, 2 papers with code
Linear bandits with polylogarithmic minimax regret
We study a noise model for linear stochastic bandits for which the subgaussian noise parameter vanishes linearly as we select actions on the unit sphere closer and closer to the unknown vector.
Quantum contextual bandits and recommender systems for quantum data
Using this model we formulate the low energy quantum state recommendation problem where the context is a Hamiltonian and the goal is to recommend the state with the lowest energy.
Modeling and Control of a Reconfigurable Photonic Circuit using Deep Learning
We use this neural network to solve a classical and a quantum control problem.
Quantum Physics
Quantum attacks on Bitcoin, and how to protect against them
We investigate the risk of Bitcoin, and other cryptocurrencies, to attacks by quantum computers.
Quantum Physics General Finance
Non-asymptotic entanglement distillation
For isotropic states, it can be further simplified to a linear program.
Quantum Physics
A largely self-contained and complete security proof for quantum key distribution
In this work we present a security analysis for quantum key distribution, establishing a rigorous tradeoff between various protocol and security parameters for a class of entanglement-based and prepare-and-measure protocols.
Quantum Physics
