6 papers
Robust support vector machines via conic optimization
Valentina Cepeda, Andrés Gómez, Shaoning Han
We consider the problem of learning support vector machines robust to uncertainty. It has been established in the literature that typical loss functions, including the hinge loss,…
Interface-Driven Peptide Folding: Quantum Computations on Simulated Membrane Surfaces
Daniel Conde-Torres, Mariamo Mussa-Juane, Daniel Faílde +3
Antimicrobial peptides (AMPs) play important roles in cancer, autoimmune diseases, and aging. A critical aspect of AMP functionality is their targeted interaction with pathogen mem…
Lorentz invariance violation and the CPT-odd electromagnetic response of a tilted anisotropic Weyl semimetal
Andrés Gómez, R. Martínez von Dossow, A. Martín-Ruiz +1
We derive the electromagnetic response of a particular fermionic sector in the minimal QED contribution to the Standard Model Extension (SME), which can be physically realized in t…
Bound states from the spectral Bethe-Salpeter equation
Gernot Eichmann, Andrés Gómez, Jan Horak +3
We compute the bound state properties of three-dimensional scalar theory in the broken phase. To this end, we extend the recently developed technique of spectral Dyson-Schwin…
Learning Optimal Classification Trees Robust to Distribution Shifts
Nathan Justin, Sina Aghaei, Andrés Gómez +1
We consider the problem of learning classification trees that are robust to distribution shifts between training and testing/deployment data. This problem arises frequently in high…
Influence of Initial Entangled States on the Temperature-Dependent CHSH Inequality
Esteban Marulanda, Andrés Gómez
We demonstrate that the temperature affects the validity of the CHSH inequality in an open bipartite two-qubit system. Specifically, for initial entangled states within the decoher…