Carlos A. Loza

17 papers B 2Misc 1Journal 3Unranked 11
YearRankTypeTitle / Venue / Authors
2021 — conf
Deep Neural Dynamic Bayesian Networks Applied to EEG Sleep Spindles Modeling.
MICCAI (5)
Carlos A. Loza, Laura L. Colgin
2020 J jnl
Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection.
CoRR
Carlos A. Loza, Laura L. Colgin
2019 — conf
A Robust Fully Correntropy-Based Sparse Modeling Alternative to Dictionary Learning.
3PGCIC
Carlos A. Loza
2019 J jnl
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations.
PeerJ Comput. Sci.
Carlos A. Loza
2019 J jnl
RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations.
PeerJ Prepr.
Carlos A. Loza
2019 — conf
Sparse Wave Packets Discriminate Motor Tasks in EEG-based BCIs.
NER
Carlos A. Loza, José C. Príncipe
2019 — conf
The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs.
IWANN (1)
Carlos A. Loza, José C. Príncipe
2018 — conf
Robust K-SVD: A Novel Approach for Dictionary Learning.
IWAIPR
Carlos A. Loza
2018 — conf
The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG.
EMBC
Carlos A. Loza, José C. Príncipe
2017 — conf
A marked point process approach for identifying neural correlates of tics in Tourette Syndrome.
EMBC
Carlos A. Loza, Jonathan B. Shute, José C. Príncipe, Michael S. Okun, Aysegul Gunduz
2017 — conf
Unsupervised robust detection of behavioral correlates in ECoG.
NER
Carlos A. Loza, José C. Príncipe
2016 — conf
A robust maximum correntropy criterion for dictionary learning.
MLSP
Carlos A. Loza, José C. Príncipe
2016 — conf
Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach.
EMBC
Carlos A. Loza, José C. Príncipe
2016 B conf
Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition.
IJCNN
Carlos A. Loza, José C. Príncipe
2016 Misc conf
Transient model of EEG using Gini Index-based matching pursuit.
ICASSP
Carlos A. Loza, José C. Príncipe
2014 — conf
Classification of hand movement direction based on EEG high-gamma activity.
EMBC
Carlos A. Loza, Gavin R. Philips, Mehrnaz Kh. Hazrati, Janis J. Daly, José C. Príncipe
2014 B conf
Hierarchical Linear Dynamical Systems: A new model for clustering of time series.
IJCNN
Goktug T. Cinar, Carlos A. Loza, José C. Príncipe
2025 Best paper conf
Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.
CheckMATE
Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda
2026 Best paper preprint
ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.
arXiv
Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski