142 citations · 398 across the 5 of their papers we have counts for
5 papers
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile
Tyler LeBlond, Joseph Munoz, Fred Lu +4
Differential privacy (DP) is the prevailing technique for protecting user data in machine learning models. However, deficits to this framework include a lack of clarity for selecti…
Universality in the onset of quantum chaos in many-body systems
Tyler LeBlond, Dries Sels, Anatoli Polkovnikov +1
We show that the onset of quantum chaos at infinite temperature in two many-body one-dimensional lattice models, the perturbed spin-1/2 XXZ and Anderson models, is characterized by…
Eigenstate thermalization for observables that break Hamiltonian symmetries and its counterpart in interacting integrable systems
Tyler LeBlond, Marcos Rigol
We study the off-diagonal matrix elements of observables that break the translational symmetry of a spin-chain Hamiltonian, and as such connect energy eigenstates from different to…
Eigenstate Thermalization in a Locally Perturbed Integrable System
Marlon Brenes, Tyler LeBlond, John Goold +1
Eigenstate thermalization is widely accepted as the mechanism behind thermalization in generic isolated quantum systems. Using the example of a single magnetic defect embedded in t…
Entanglement and matrix elements of observables in interacting integrable systems
Tyler LeBlond, Krishnanand Mallayya, Lev Vidmar +1
We study the bipartite von Neumann entanglement entropy and matrix elements of local operators in the eigenstates of an interacting integrable Hamiltonian (the paradigmatic spin-1/…