4 citations · 14 across the 14 of their papers we have counts for
14 papers
What is Smoothness?
Zachary P Bradshaw
Smoothness of a function on the real line is reflected in the decay of its Fourier transform, which suggests that smoothness of a function in for a group should mean c…
Inherent interpretability provides inherent value in quantum machine learning
Kaitlin Gili, Zachary P. Bradshaw
The field of quantum machine learning (QML) evolved to value models believed to most directly rival those providing utility in classical ML, namely large-scale neural networks. Alt…
Proof of a Conjectured Ramanujan Type Master Theorem for Powers of the Cosecant
Zachary P. Bradshaw
We prove a conjecture of Bradshaw and Atale asserting a Ramanujan type master theorem for the kernel , whose poles at the non-positive integers have order . The…
What Your Model Threw Away and Why You'll Want It Back: Masking, Fingerprinting, and Privacy from Discarded Geometry
Zachary P. Bradshaw
We develop a framework for the information discarded by machine learning models whose inputs carry a Lie group action. Given a representation of a Lie group on a space …
Approximate Error Correction for Quantum Simulations of SU(2) Lattice Gauge Theories
Zachary P. Bradshaw
We present a protocol for actively suppressing Gauss law violations in quantum simulations of SU(2) lattice gauge theory. Mid-circuit measurements extract a syndrome char…
Symmetry-Based Quantum Codes Beyond the Pauli Group
Zachary P. Bradshaw, Margarite L. LaBorde, Dillon Montero
Typical stabilizer codes aim to solve the general problem of fault-tolerance without regard for the structure of a specific system. By incorporating a broader representation-theore…