119 citations · 659 across the 40 of their papers we have counts for
3 papers · 1 filter
Sublinear classical and quantum algorithms for general matrix games
Tongyang Li, Chunhao Wang, Shouvanik Chakrabarti +1
We investigate sublinear classical and quantum algorithms for matrix games, a fundamental problem in optimization and machine learning, with provable guarantees. Given a matrix $A\…
A Threshold for Quantum Advantage in Derivative Pricing
Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola +3
We give an upper bound on the resources required for valuable quantum advantage in pricing derivatives. To do so, we give the first complete resource estimates for useful quantum d…
On the Principles of Differentiable Quantum Programming Languages
Shaopeng Zhu, Shih-Han Hung, Shouvanik Chakrabarti +1
Variational Quantum Circuits (VQCs), or the so-called quantum neural-networks, are predicted to be one of the most important near-term quantum applications, not only because of the…