Alfredo Nazábal

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 16

Top Topics

Discriminative Methods

Generalized Procrustes Analysis

Top Venues

Pattern Recognit.

IEEE J. Biomed. Health Informatics

Publications

Alfredo Nazábal, Nikolaos Tsagkas, Christopher K. I. Williams
Inference and Learning for Generative Capsule Models. Neural Comput. 35 (4) (2023)
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams
AI Assistants: A Framework for Semi-Automated Data Wrangling. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Simão Eduardo, Kai Xu, Alfredo Nazábal, Charles Sutton
Repairing Systematic Outliers by Learning Clean Subspaces in VAEs. CoRR (2022)
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams
AI Assistants: A Framework for Semi-Automated Data Wrangling. CoRR (2022)
Alfredo Nazábal, Nikolaos Tsagkas, Christopher K. I. Williams
Inference and Learning for Generative Capsule Models. CoRR (2022)
Alfredo Nazábal, Christopher K. I. Williams
Inference for Generative Capsule Models. CoRR (2021)
Alfredo Nazábal, Christopher K. I. Williams, Giovanni Colavizza, Camila Rangel Smith, Angus Williams
Data Engineering for Data Analytics: A Classification of the Issues, and Case Studies. CoRR (2020)
Alfredo Nazábal, Pablo M. Olmos, Zoubin Ghahramani, Isabel Valera
Handling incomplete heterogeneous data using VAEs. Pattern Recognit. 107 (2020)
Simão Eduardo, Alfredo Nazábal, Christopher K. I. Williams, Charles Sutton
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data. AISTATS (2020)
Mark Collier, Alfredo Nazábal, Christopher K. I. Williams
VAEs in the Presence of Missing Data. CoRR (2020)
Simão Eduardo, Alfredo Nazábal, Christopher K. I. Williams, Charles Sutton
Robust Variational Autoencoders for Outlier Detection in Mixed-Type Data. CoRR (2019)
Gerrit J. J. van den Burg, Alfredo Nazábal, Charles Sutton
Wrangling messy CSV files by detecting row and type patterns. Data Min. Knowl. Discov. 33 (6) (2019)
Alfredo Nazábal, Pablo M. Olmos, Zoubin Ghahramani, Isabel Valera
Handling Incomplete Heterogeneous Data using VAEs. CoRR (2018)
Gerrit J. J. van den Burg, Alfredo Nazábal, Charles Sutton
Wrangling Messy CSV Files by Detecting Row and Type Patterns. CoRR (2018)
Alfredo Nazábal, Antonio Artés-Rodríguez
Active Sensing in Human Activity Recognition. IWANN (1) (2017)
Alfredo Nazábal, Pablo Garcia-Moreno, Antonio Artés-Rodríguez, Zoubin Ghahramani
Human Activity Recognition by Combining a Small Number of Classifiers. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Alfredo Nazábal, Antonio Artés-Rodríguez
Discriminative spectral learning of hidden markov models for human activity recognition. ICASSP (2015)
Alfredo Nazábal, Javier Vía
Analog antenna combining in multiuser OFDM systems: Beamforming design and power allocation. ICASSP (2011)
Cristian Lameiro, Alfredo Nazábal, Fouad Gholam, Javier Vía, Ignacio Santamaría
Capacity Region of the Two-Way Multi-antenna Relay Channel with Analog Tx-Rx Beamforming. MOBILIGHT (2011)
Fouad Gholam, Javier Vía, Alfredo Nazábal, Ignacio Santamaría
Equal-Phase Beamforming Architecture for RF-MIMO Antenna Systems. MOBILIGHT (2010)