Jorge F. Silva

Orcid: 0000-0002-0256-282X

Affiliations:
  • University of Chile, Department of Electrical Engineering, Santiago de Chile, Chile
  • University of Southern California, Los Angeles, CA, USA (PhD 2008)


According to our database1, Jorge F. Silva authored at least 59 papers between 2001 and 2023.

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

Timeline

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Bibliography

2023
Gaussian process deconvolution.
CoRR, 2023

2022
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation.
IEEE Trans. Signal Process., 2022

On Universal D-Semifaithful Coding for Memoryless Sources With Infinite Alphabets.
IEEE Trans. Inf. Theory, 2022

Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection.
CoRR, 2022

A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
On the Exponential Approximation of Type II Error Probability of Distributed Test of Independence.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Data Science for Engineers: A Teaching Ecosystem.
IEEE Signal Process. Mag., 2021

Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions.
IEEE Signal Process. Lett., 2021

Studying the Interplay between Information Loss and Operation Loss in Representations for Classification.
CoRR, 2021

2020
Universal Weak Variable-Length Source Coding on Countably Infinite Alphabets.
IEEE Trans. Inf. Theory, 2020

Data-Driven Representations for Testing Independence: A Connection with Mutual Information Estimation.
Proceedings of the IEEE International Symposium on Information Theory, 2020

2019
Discriminative Features for Texture Retrieval Using Wavelet Packets.
IEEE Access, 2019

Universal D-Semifaithfull Coding for Countably Infinite Alphabets.
Proceedings of the IEEE International Symposium on Information Theory, 2019

A Compressibility Result for AMS Processes.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

New Results on Testing Against Independence with Rate-Limited Constraints.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018
Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters.
Pattern Recognit. Lett., 2018

Fixed-Rate Universal Lossy Source Coding and Model Identification: Connection with Zero-Rate Density Estimation and the Skeleton Estimator.
Entropy, 2018

Shannon Entropy Estimation in ∞-Alphabets from Convergence Results: Studying Plug-In Estimators.
Entropy, 2018

2017
Shannon Entropy Estimation in ∞-Alphabets from Convergence Results.
CoRR, 2017

Universal Weak Variable-Length Source Coding on Countable Infinite Alphabets.
CoRR, 2017

The redundancy gains of almost lossless universal source coding over envelope families.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016
Almost lossless variable-length source coding on countably infinite alphabets.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Analysis of the Bayesian Cramér-Rao in astrometry.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Channelized facies recovery based on weighted compressed sensing.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015
On the Characterization of ℓ<sub>p</sub>-Compressible Ergodic Sequences.
IEEE Trans. Signal Process., 2015

Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles.
IEEE Trans. Reliab., 2015

Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells.
IEEE Trans. Reliab., 2015

Reconstruction of channelized geological facies based on RIPless compressed sensing.
Comput. Geosci., 2015

2014
Precise best k-term approximation error analysis of ergodic processes.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena.
IEEE Trans. Instrum. Meas., 2013

Shannon entropy estimation from convergence results in the countable alphabet case.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

2012
Complexity-Regularized Tree-Structured Partition for Mutual Information Estimation.
IEEE Trans. Inf. Theory, 2012

Analysis and design of Wavelet-Packet Cepstral coefficients for automatic speech recognition.
Speech Commun., 2012

On signal representations within the Bayes decision framework.
Pattern Recognit., 2012

Shannon entropy convergence results in the countable infinite case.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Compressibility of infinite sequences and its interplay with compressed sensing recovery.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Sufficient conditions for the convergence of the Shannon differential entropy.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Necessary and sufficient conditions for zero-rate density estimation.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

2010
Nonproduct data-dependent partitions for mutual information estimation: strong consistency and applications.
IEEE Trans. Signal Process., 2010

On data-driven histogram-based estimation for mutual information.
Proceedings of the IEEE International Symposium on Information Theory, 2010

A near-optimal (minimax) tree-structured partition for mutual information estimation.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Discriminative wavelet packet filter bank selection for pattern recognition.
IEEE Trans. Signal Process., 2009

Histogram-based estimation for the divergence revisited.
Proceedings of the IEEE International Symposium on Information Theory, 2009

2008
Upper Bound Kullback-Leibler Divergence for Transient Hidden Markov Models.
IEEE Trans. Signal Process., 2008

2007
Soft indexing of speech content for search in spoken documents.
Comput. Speech Lang., 2007

Universal Consistency of Data-Driven Partitions for Divergence Estimation.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Information Theoretic Analysis of Direct Articulatory Measurements for Phonetic Discrimination.
Proceedings of the IEEE International Conference on Acoustics, 2007

Optimal Wavelet Packets Decomposition Based on a Rate-Distortion Optimality Criterion.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition.
IEEE Trans. Speech Audio Process., 2006

Average divergence distance as a statistical discrimination measure for hidden Markov models.
IEEE Trans. Speech Audio Process., 2006

Integration of Metadata in spoken Document Search Using Position Specific Posterior latices.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Upper Bound Kullback-Leibler Divergence for Hidden Markov Models with Application as Discrimination Measure for Speech Recognition.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Pronunciation verification of children²s speech for automatic literacy assessment.
Proceedings of the INTERSPEECH 2006, 2006

Automatic detection of voice onset time contrasts for use in pronunciation assessment.
Proceedings of the INTERSPEECH 2006, 2006

Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
A statistical discrimination measure for hidden Markov models based on divergence.
Proceedings of the INTERSPEECH 2004, 2004

2003
Language model accuracy and uncertainty in noise cancelling in the stochastic weighted viterbi algorithm.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
MAP speaker adaptation of state duration distributions for speech recognition.
IEEE Trans. Speech Audio Process., 2002

2001
Speaker adaptation of output probabilities and state duration distributions for speech recognition.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001


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