Group 102

Signal Processing

Theses (18)

Doctoral Thesis

JIMENEZ RAMA, OSCAR

Machine Learning for Computational Psychiatry

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
14/10/2025

Doctoral Thesis

Bayesian Learning in High Dimensional Medical Data

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
11/03/2025

Doctoral Thesis

Advanced methods for orbital uncertainty characterization applied to the Space Surveillance and Tracking

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
07/02/2025

Doctoral Thesis

MARTINEZ GARCIA, MARIA

MACHINE LEARNING IN PERSONALIZED MEDICINE AND GENOMICS

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
20/09/2024

Doctoral Thesis

BARREJON MORENO, DANIEL

How can humans leverage machine learning? From Medical Data Wrangling to Learning to Defer to Multiple Experts

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
04/10/2023

Doctoral Thesis

PEIS AZNARTE, IGNACIO

Advanced Inference and Representation Learning Methods in Variational Autoencoders

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
22/09/2023

Doctoral Thesis

MORENO PINO, FERNANDO

Deep Attentive Time Series Modelling for Quantitative Finance.

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
05/05/2023

Doctoral Thesis

ROMERO MEDRANO, LORENA

Change-Point Detection Methods for Behavioral Shift Recognition in Mental Healthcare

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
20/01/2023

Doctoral Thesis

SUKEI, EMESE

A Step Towards Advancing Digital Phenotyping In Mental Healthcare

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
19/12/2022

Doctoral Thesis

COBO AGUILERA, AURORA

Probabilistic Models and Natural Language Processing in Health

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
15/12/2022

Doctoral Thesis

BONILLA ESCRIBANO, PABLO

Síndromes con alto riesgo clínico de desarrollar trastornos psicóticos: avances en caracterización, pronóstico y factores terapéuticos

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
16/03/2022

Doctoral Thesis

PÉREZ VIEITES, SARA

Nested filtering methods for Bayesian inference in state space models

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
28/01/2022

Doctoral Thesis

LANCHO SERRANO, ALEJANDRO

Fundamental limits of short-packet wireless communications

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
24/06/2019

Doctoral Thesis

VILLACRES ESTRADA, GRACE

Capacity Limits of Bursty Interference Channels

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
11/04/2019

Doctoral Thesis

AKYILDIZ, ÖMER DENIZ

Sequential and adaptive Bayesian computation for inference and optimization

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
11/03/2019

Doctoral Thesis

LIU, YANFANG

On Generalized LDPC Codes for Ultra Reliable Communication

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
31/01/2019

Capacity analysis of one-bit quantized multi-antenna systems

Institution
Universidad Carlos III de Madrid
Date:
09/10/2017

Doctoral Thesis

GARCÍA MORENO, PABLO

BAYESIAN NONPARAMETRICS FOR CROWDSOURCING

Institution
UNIVERSIDAD CARLOS III DE MADRID
Date:
13/11/2015