7 citations · 24 across the 8 of their papers we have counts for
8 papers
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa +8
Recent advances in immunomics have shown that T-cell receptor (TCR) signatures can accurately predict active or recent infection by leveraging the high specificity of TCR binding t…
Strong Duality in Nonconvex Quadratic Problems with Separable Quadratic Constraints
Javier Zazo, Santiago Zazo
We study nonconvex quadratic problems (QPs) with quadratic separable constraints, where these constraints can be defined both as inequalities or equalities. We derive sufficient co…
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible
Melanie F. Pradier, Javier Zazo, Sonali Parbhoo +3
We propose Preferential MoE, a novel human-ML mixture-of-experts model that augments human expertise in decision making with a data-based classifier only when necessary for predict…
Convolutional Dictionary Learning in Hierarchical Networks
Javier Zazo, Bahareh Tolooshams, Demba Ba
Filter banks are a popular tool for the analysis of piecewise smooth signals such as natural images. Motivated by the empirically observed properties of scale and detail coefficien…
Learning Parametric Closed-Loop Policies for Markov Potential Games
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Multiagent systems where agents interact among themselves and with a stochastic environment can be formalized as stochastic games. We study a subclass named Markov potential games…
Cooperative Network Node Positioning Techniques Using Underwater Radio Communications
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua +4
We analyze the problem of localization algorithms for underwater sensor networks. We first characterize the underwater channel for radio communications and adjust a linear model wi…
Simulation of Underwater RF Wireless Sensor Networks using Castalia
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo +4
We use real measurements of the underwater channel to simulate a whole underwater RF wireless sensor networks, including propagation impairments (e.g., noise, interference), radio…
Dynamic Potential Games in Communications: Fundamentals and Applications
Santiago Zazo, Sergio Valcarcel Macua, Matilde Sánchez-Fernández +1
In a noncooperative dynamic game, multiple agents operating in a changing environment aim to optimize their utilities over an infinite time horizon. Time-varying environments allow…