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Quantum computing for finance
Quantum computers are expected to surpass the computational capabilities of classical
computers and have a transformative impact on numerous industry sectors. We present a …
computers and have a transformative impact on numerous industry sectors. We present a …
The prospects of quantum computing in computational molecular biology
Quantum computers can in principle solve certain problems exponentially more quickly than
their classical counterparts. We have not yet reached the advent of useful quantum …
their classical counterparts. We have not yet reached the advent of useful quantum …
Quantum computing at the quantum advantage threshold: a down-to-business review
AK Fedorov, N Gisin, SM Beloussov… - ar** quantum computers have opened a new possibility for machine learning on …
Quantum exploration algorithms for multi-armed bandits
Identifying the best arm of a multi-armed bandit is a central problem in bandit optimization.
We study a quantum computational version of this problem with coherent oracle access to …
We study a quantum computational version of this problem with coherent oracle access to …
Quantum algorithms and lower bounds for linear regression with norm constraints
Lasso and Ridge are important minimization problems in machine learning and statistics.
They are versions of linear regression with squared loss where the vector $\theta\in\mathbb …
They are versions of linear regression with squared loss where the vector $\theta\in\mathbb …
Secure IoT edge: Threat situation awareness based on network traffic
Threat situation awareness is one of the new major technologies to avoid network attacks
and ensure equipment security. Facing the current IoT network architecture which is …
and ensure equipment security. Facing the current IoT network architecture which is …
A quantum online portfolio optimization algorithm
Portfolio optimization plays a central role in finance to obtain optimal portfolio allocations
that aim to achieve certain investment goals. Portfolio optimization also provides a rich area …
that aim to achieve certain investment goals. Portfolio optimization also provides a rich area …