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ORCIDJorge F. Silva
Person information
- affiliation: University of Chile, Department of Electrical Engineering, Santiago de Chile, Chile
- affiliation (PhD 2008): University of Southern California, Los Angeles, CA, USA
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2020 – today
- 2024
[j27]Sandy Bolufé
, Jorge F. Silva, Cesar A. Azurdia-Meza, Ismael Soto, Sandra Céspedes:
Road Incident Detection Under Rate Adaptation-Based Congestion Control in Cooperative Vehicular Systems. IEEE Access 12: 111899-111914 (2024)- [j26]Sebastian Espinosa, Jorge F. Silva, Sandra Céspedes:
A Survey on Error Exponents in Distributed Hypothesis Testing: Connections with Information Theory, Interpretations, and Applications. Entropy 26(7): 596 (2024) - [i11]Camilo Ramírez, Jorge F. Silva, Ferhat Tamssaouet, Tomás Rojas, Marcos E. Orchard:
Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application. CoRR abs/2405.03667 (2024) - [i10]Jorge F. Silva, Victor Faraggi, Camilo Ramírez, Alvaro Egaña, Eduardo Pavez:
Understanding Encoder-Decoder Structures in Machine Learning Using Information Measures. CoRR abs/2405.20452 (2024) - 2023
- [i9]Felipe A. Tobar, Arnaud Robert, Jorge F. Silva:
Gaussian process deconvolution. CoRR abs/2305.04871 (2023) - 2022
- [j25]Jorge F. Silva, Pablo Piantanida:
On Universal D-Semifaithful Coding for Memoryless Sources With Infinite Alphabets. IEEE Trans. Inf. Theory 68(4): 2782-2800 (2022) - [j24]Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard:
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation. IEEE Trans. Signal Process. 70: 158-173 (2022) - [c29]Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida:
A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints. ICASSP 2022: 5238-5242 - [i8]Christopher P. Ley, Jorge F. Silva:
Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection. CoRR abs/2212.02303 (2022) - 2021
- [j23]Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida:
Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions. IEEE Signal Process. Lett. 28: 229-233 (2021) - [j22]Felipe A. Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan, Joaquín Fontbona, Alejandro Maass, Daniel Remenik, Jorge F. Silva:
Data Science for Engineers: A Teaching Ecosystem. IEEE Signal Process. Mag. 38(3): 144-153 (2021) - [j21]Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida:
On the Exponential Approximation of Type II Error Probability of Distributed Test of Independence. IEEE Trans. Signal Inf. Process. over Networks 7: 777-790 (2021) - [i7]Felipe A. Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan, Joaquín Fontbona, Alejandro Maass, Daniel Remenik, Jorge F. Silva:
Data Science for Engineers: A Teaching Ecosystem. CoRR abs/2101.06119 (2021) - [i6]Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida:
Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions. CoRR abs/2106.07024 (2021) - [i5]Jorge F. Silva, Pablo Piantanida:
On Universal D-Semifaithful Coding for Memoryless Sources with Infinite Alphabets. CoRR abs/2107.05082 (2021) - [i4]Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard:
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation. CoRR abs/2110.14122 (2021) - [i3]Jorge F. Silva, Felipe A. Tobar, Mario Vicuña, Felipe Cordova:
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification. CoRR abs/2112.15238 (2021) - 2020
- [j20]Jorge F. Silva, Pablo Piantanida:
Universal Weak Variable-Length Source Coding on Countably Infinite Alphabets. IEEE Trans. Inf. Theory 66(1): 649-668 (2020) - [c28]Mauricio E. Gonzalez, Jorge F. Silva:
Data-Driven Representations for Testing Independence: A Connection with Mutual Information Estimation. ISIT 2020: 1301-1306
2010 – 2019
- 2019
- [j19]Andrea Vidal, Jorge F. Silva, Carlos Busso:
Discriminative Features for Texture Retrieval Using Wavelet Packets. IEEE Access 7: 148882-148896 (2019) - [c27]Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida:
New Results on Testing Against Independence with Rate-Limited Constraints. GlobalSIP 2019: 1-5 - [c26]Jorge F. Silva:
A Compressibility Result for AMS Processes. GlobalSIP 2019: 1-5 - [c25]Jorge F. Silva, Pablo Piantanida:
Universal D-Semifaithfull Coding for Countably Infinite Alphabets. ISIT 2019: 567-571 - 2018
- [j18]Jorge F. Silva:
Shannon Entropy Estimation in ∞-Alphabets from Convergence Results: Studying Plug-In Estimators. Entropy 20(6): 397 (2018) - [j17]Jorge F. Silva, Milan S. Derpich:
Fixed-Rate Universal Lossy Source Coding and Model Identification: Connection with Zero-Rate Density Estimation and the Skeleton Estimator. Entropy 20(9): 640 (2018) - [j16]Felipe A. Tobar, Iván Castro, Jorge F. Silva, Marcos E. Orchard:
Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters. Pattern Recognit. Lett. 105: 200-206 (2018) - 2017
- [c24]Jorge F. Silva, Pablo Piantanida:
The redundancy gains of almost lossless universal source coding over envelope families. ISIT 2017: 2003-2007 - [i2]Jorge F. Silva, Pablo Piantanida:
Universal Weak Variable-Length Source Coding on Countable Infinite Alphabets. CoRR abs/1708.08103 (2017) - [i1]Jorge F. Silva:
Shannon Entropy Estimation in ∞-Alphabets from Convergence Results. CoRR abs/1710.06835 (2017) - 2016
- [c23]Hernán Calderón, Felipe Santibanez, Jorge F. Silva, Julián M. Ortiz, Alvaro Egaña:
Channelized facies recovery based on weighted compressed sensing. SAM 2016: 1-5 - [c22]Alex Echeverria, Jorge F. Silva, R. A. Mendez, Marcos E. Orchard:
Analysis of the Bayesian Cramér-Rao in astrometry. SAM 2016: 1-5 - [c21]Jorge F. Silva, Pablo Piantanida:
Almost lossless variable-length source coding on countably infinite alphabets. ISIT 2016: 1-5 - 2015
- [j15]Hernán Calderón, Jorge F. Silva, Julián M. Ortiz, Alvaro Egaña:
Reconstruction of channelized geological facies based on RIPless compressed sensing. Comput. Geosci. 77: 54-65 (2015) - [j14]Marcos E. Orchard, Matias S. Lacalle, Benjamín E. Olivares, Jorge F. Silva, Rodrigo Palma-Behnke, Pablo A. Estévez, Bernardo Severino, Williams Calderon-Munoz, Marcelo Cortes-Carmona:
Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells. IEEE Trans. Reliab. 64(2): 701-709 (2015) - [j13]Daniel A. Pola, Hugo F. Navarrete, Marcos E. Orchard, Ricardo S. Rabie, Matías A. Cerda Munoz, Benjamín E. Olivares, Jorge F. Silva, Pablo A. Espinoza, Aramis Pérez:
Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles. IEEE Trans. Reliab. 64(2): 710-720 (2015) - [j12]Jorge F. Silva, Milan S. Derpich:
On the Characterization of ℓp-Compressible Ergodic Sequences. IEEE Trans. Signal Process. 63(11): 2915-2928 (2015) - 2014
- [c20]Jorge F. Silva, Milan S. Derpich:
Precise best k-term approximation error analysis of ergodic processes. ISIT 2014: 2654-2658 - 2013
- [j11]Benjamín E. Olivares, Matías A. Cerda Munoz, Marcos E. Orchard, Jorge F. Silva:
Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena. IEEE Trans. Instrum. Meas. 62(2): 364-376 (2013) - [c19]Jorge F. Silva, Patricio Parada:
Shannon entropy estimation from convergence results in the countable alphabet case. ITW 2013: 1-5 - 2012
- [j10]Jorge F. Silva, Shrikanth S. Narayanan:
On signal representations within the Bayes decision framework. Pattern Recognit. 45(5): 1853-1865 (2012) - [j9]Eduardo Pavez, Jorge F. Silva:
Analysis and design of Wavelet-Packet Cepstral coefficients for automatic speech recognition. Speech Commun. 54(6): 814-835 (2012) - [j8]Jorge F. Silva, Shrikanth S. Narayanan:
Complexity-Regularized Tree-Structured Partition for Mutual Information Estimation. IEEE Trans. Inf. Theory 58(3): 1940-1952 (2012) - [c18]Jorge F. Silva, Eduardo Pavez:
Compressibility of infinite sequences and its interplay with compressed sensing recovery. APSIPA 2012: 1-5 - [c17]Jorge F. Silva, Patricio Parada:
Shannon entropy convergence results in the countable infinite case. ISIT 2012: 155-159 - 2011
- [c16]Jorge F. Silva, Patricio Parada:
Sufficient conditions for the convergence of the Shannon differential entropy. ITW 2011: 608-612 - [c15]Jorge F. Silva, Milan S. Derpich:
Necessary and sufficient conditions for zero-rate density estimation. ITW 2011: 613-617 - 2010
- [j7]Jorge F. Silva, Shrikanth S. Narayanan:
Nonproduct data-dependent partitions for mutual information estimation: strong consistency and applications. IEEE Trans. Signal Process. 58(7): 3497-3511 (2010) - [c14]Jorge F. Silva, Shrikanth S. Narayanan:
A near-optimal (minimax) tree-structured partition for mutual information estimation. ISIT 2010: 1418-1422 - [c13]Jorge F. Silva, Shrikanth S. Narayanan:
On data-driven histogram-based estimation for mutual information. ISIT 2010: 1423-1427
2000 – 2009
- 2009
- [j6]Jorge F. Silva, Shrikanth S. Narayanan:
Discriminative wavelet packet filter bank selection for pattern recognition. IEEE Trans. Signal Process. 57(5): 1796-1810 (2009) - [c12]Shrikanth S. Narayanan, Jorge F. Silva:
Histogram-based estimation for the divergence revisited. ISIT 2009: 468-472 - 2008
- [j5]Jorge F. Silva, Shrikanth S. Narayanan:
Upper Bound Kullback-Leibler Divergence for Transient Hidden Markov Models. IEEE Trans. Signal Process. 56(9): 4176-4188 (2008) - 2007
- [j4]Ciprian Chelba, Jorge F. Silva, Alex Acero:
Soft indexing of speech content for search in spoken documents. Comput. Speech Lang. 21(3): 458-478 (2007) - [c11]Jorge F. Silva, Vivek Kumar Rangarajan Sridhar, Viktor Rozgic, Shrikanth S. Narayanan:
Information Theoretic Analysis of Direct Articulatory Measurements for Phonetic Discrimination. ICASSP (4) 2007: 457-460 - [c10]Jorge F. Silva, Shrikanth S. Narayanan:
Optimal Wavelet Packets Decomposition Based on a Rate-Distortion Optimality Criterion. ICASSP (3) 2007: 817-820 - [c9]Jorge F. Silva, Shrikanth S. Narayanan:
Universal Consistency of Data-Driven Partitions for Divergence Estimation. ISIT 2007: 2021-2025 - 2006
- [j3]Néstor Becerra Yoma, Carlos Molina, Jorge F. Silva, Carlos Busso:
Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition. IEEE Trans. Speech Audio Process. 14(1): 246-255 (2006) - [j2]Jorge F. Silva, Shrikanth S. Narayanan:
Average divergence distance as a statistical discrimination measure for hidden Markov models. IEEE Trans. Speech Audio Process. 14(3): 890-906 (2006) - [c8]Jorge F. Silva, Ciprian Chelba, Alex Acero:
Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search. ICASSP (1) 2006: 945-948 - [c7]Abe Kazemzadeh, Joseph Tepperman, Jorge F. Silva, Hong You, Sungbok Lee, Abeer Alwan, Shrikanth S. Narayanan:
Automatic detection of voice onset time contrasts for use in pronunciation assessment. INTERSPEECH 2006 - [c6]Joseph Tepperman, Jorge F. Silva, Abe Kazemzadeh, Hong You, Sungbok Lee, Abeer Alwan, Shrikanth S. Narayanan:
Pronunciation verification of children²s speech for automatic literacy assessment. INTERSPEECH 2006 - [c5]Jorge F. Silva, Shrikanth S. Narayanan:
Upper Bound Kullback-Leibler Divergence for Hidden Markov Models with Application as Discrimination Measure for Speech Recognition. ISIT 2006: 2299-2303 - [c4]Jorge F. Silva, Ciprian Chelba, Alex Acero:
Integration of Metadata in spoken Document Search Using Position Specific Posterior latices. SLT 2006: 46-49 - 2004
- [c3]Jorge F. Silva, Shrikanth S. Narayanan:
A statistical discrimination measure for hidden Markov models based on divergence. INTERSPEECH 2004: 657-660 - 2003
- [c2]Néstor Becerra Yoma, Ivan Brito, Jorge F. Silva:
Language model accuracy and uncertainty in noise cancelling in the stochastic weighted viterbi algorithm. INTERSPEECH 2003: 2193-2196 - 2002
- [j1]Néstor Becerra Yoma, Jorge F. Silva:
MAP speaker adaptation of state duration distributions for speech recognition. IEEE Trans. Speech Audio Process. 10(7): 443-450 (2002) - 2001
- [c1]Néstor Becerra Yoma, Jorge F. Silva:
Speaker adaptation of output probabilities and state duration distributions for speech recognition. INTERSPEECH 2001: 1257-1260
Coauthor Index
aka: Shrikanth S. Narayanan
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