Diego Fernández Slezak

Orcid: 0000-0001-6348-1559

According to our database1, Diego Fernández Slezak authored at least 29 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022
Imagetic and affective measures of memory reverberation diverge at sleep onset in association with theta rhythm.
NeuroImage, 2022

A Machine Learning Approach to Personalize Computerized Cognitive Training Interventions.
Frontiers Artif. Intell., 2022

The Dependence on Frequency of Word Embedding Similarity Measures.
CoRR, 2022

The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Simple and Cheap Setup for Timing Tapping Responses Synchronized to Auditory Stimuli.
CoRR, 2021

On the interpretation and significance of bias metrics in texts: a PMI-based approach.
CoRR, 2021

Artificial and Human Intelligence in Mental Health.
AI Mag., 2021

Pulse clarity metrics developed from a deep learning beat tracking model.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Modeling beat uncertainty as a 2D distribution of period and phase: a MIR task proposal.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images.
CoRR, 2020

2019
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018
An entropic barriers diffusion theory of decision-making in multiple alternative tasks.
PLoS Comput. Biol., 2018

Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents.
Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Using contextual information for automatic triage of posts in a peer-support forum.
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2016
The ontogeny of discourse structure mimics the development of literature.
CoRR, 2016

Emotional Intensity analysis in Bipolar subjects.
CoRR, 2016

Comparative study of LSA vs Word2vec embeddings in small corpora: a case study in dreams database.
CoRR, 2016

Characterization of the relationship between semantic and structural language features in psychiatric diagnosis.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Fast Distributed Dynamics of Semantic Networks via Social Media.
Comput. Intell. Neurosci., 2015

2014
Automated Speech Analysis for Psychosis Evaluation.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2013
Mate Marote: A flexible automated framework for large-scale educational interventions.
Comput. Educ., 2013

2012
Grid Matrix: a grid simulation tool to focus on the propagation of resource and monitoring information.
Simul., 2012

Using distributed local information to improve global performance in Grids.
CLEI Electron. J., 2012

CUDAICA: GPU Optimization of Infomax-ICA EEG Analysis.
Comput. Intell. Neurosci., 2012

2010
Hands-On Experience in HPC With Secondary School Students.
IEEE Trans. Educ., 2010

The Brain's Router: A Cortical Network Model of Serial Processing in the Primate Brain.
PLoS Comput. Biol., 2010

The emergence of the modern concept of introspection: a quantitative linguistic analysis.
Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, 2010


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