Jorge F. Silva

72 papers A 5B 14Misc 1Journal 42Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enabling online maximum driving range prognostics in electric vehicles via uncertain event likelihood functions. Eng. Appl. Artif. Intell. Jorge E. García Bustos, Benjamín Brito Schiele, Bruno Masserano, Ricardo Salas-Espiñeira, Diego Troncoso-Kurtovic, David Acuña-Ureta, Francisco Jaramillo-Montoya, Marcos E. Orchard, Jorge F. Silva, Aramis Pérez
2025	J	`jnl`	A novel Information-Driven Strategy for Optimal Regression Assessment. CoRR Benjamín Castro, Camilo Ramírez, Sebastian Espinosa, Jorge F. Silva, Marcos E. Orchard, Heraldo Rozas
2025	J	`jnl`	Understanding encoder-decoder structures in machine learning using information measures. Signal Process. Jorge F. Silva, Victor Faraggi, Camilo Ramírez, Alvaro Egaña, Eduardo Pavez
2024	J	`jnl`	A Survey on Error Exponents in Distributed Hypothesis Testing: Connections with Information Theory, Interpretations, and Applications. Entropy Sebastian Espinosa, Jorge F. Silva, Sandra Céspedes
2024	—	`conf`	Characterizing Probabilistic Structure in Learning Using Information Sufficiency. MLSP Victor Faraggi, Jorge F. Silva, Camilo Ramírez, Alvaro Egaña, Eduardo Pavez
2024	J	`jnl`	Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application. CoRR Camilo Ramírez, Jorge F. Silva, Ferhat Tamssaouet, Tomás Rojas, Marcos E. Orchard
2024	J	`jnl`	Road Incident Detection Under Rate Adaptation-Based Congestion Control in Cooperative Vehicular Systems. IEEE Access Sandy Bolufé, Jorge F. Silva, Cesar A. Azurdia-Meza, Ismael Soto, Sandra Céspedes
2024	J	`jnl`	Studying the Interplay between Information Loss and Operation Loss in Representations for Classification. J. Mach. Learn. Res. Jorge F. Silva, Felipe Tobar, Mario Vicuña, Felipe Cordova
2024	J	`jnl`	Understanding Encoder-Decoder Structures in Machine Learning Using Information Measures. CoRR Jorge F. Silva, Victor Faraggi, Camilo Ramírez, Alvaro Egaña, Eduardo Pavez
2023	J	`jnl`	Gaussian process deconvolution. CoRR Felipe A. Tobar, Arnaud Robert, Jorge F. Silva
2022	Misc	`conf`	A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints. ICASSP Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida
2022	J	`jnl`	Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation. IEEE Trans. Signal Process. Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
2022	J	`jnl`	Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection. CoRR Christopher P. Ley, Jorge F. Silva
2022	J	`jnl`	On Universal D-Semifaithful Coding for Memoryless Sources With Infinite Alphabets. IEEE Trans. Inf. Theory Jorge F. Silva, Pablo Piantanida
2021	J	`jnl`	Data Science for Engineers: A Teaching Ecosystem. CoRR Felipe A. Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan, Joaquín Fontbona, Alejandro Maass, Daniel Remenik, Jorge F. Silva
2021	J	`jnl`	Data Science for Engineers: A Teaching Ecosystem. IEEE Signal Process. Mag. Felipe A. Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan, Joaquín Fontbona, Alejandro Maass, Daniel Remenik, Jorge F. Silva
2021	J	`jnl`	Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation. CoRR Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
2021	J	`jnl`	Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions. CoRR Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida
2021	J	`jnl`	Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions. IEEE Signal Process. Lett. Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida
2021	J	`jnl`	On Universal D-Semifaithful Coding for Memoryless Sources with Infinite Alphabets. CoRR Jorge F. Silva, Pablo Piantanida
2021	J	`jnl`	On the Exponential Approximation of Type II Error Probability of Distributed Test of Independence. IEEE Trans. Signal Inf. Process. over Networks Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida
2021	J	`jnl`	Studying the Interplay between Information Loss and Operation Loss in Representations for Classification. CoRR Jorge F. Silva, Felipe A. Tobar, Mario Vicuña, Felipe Cordova
2020	B	`conf`	Data-Driven Representations for Testing Independence: A Connection with Mutual Information Estimation. ISIT Mauricio E. Gonzalez, Jorge F. Silva
2020	J	`jnl`	Universal Weak Variable-Length Source Coding on Countably Infinite Alphabets. IEEE Trans. Inf. Theory Jorge F. Silva, Pablo Piantanida
2019	—	`conf`	A Compressibility Result for AMS Processes. GlobalSIP Jorge F. Silva
2019	J	`jnl`	Discriminative Features for Texture Retrieval Using Wavelet Packets. IEEE Access Andrea Vidal, Jorge F. Silva, Carlos Busso
2019	—	`conf`	New Results on Testing Against Independence with Rate-Limited Constraints. GlobalSIP Sebastian Espinosa, Jorge F. Silva, Pablo Piantanida
2019	B	`conf`	Universal D-Semifaithfull Coding for Countably Infinite Alphabets. ISIT Jorge F. Silva, Pablo Piantanida
2018	J	`jnl`	Fixed-Rate Universal Lossy Source Coding and Model Identification: Connection with Zero-Rate Density Estimation and the Skeleton Estimator. Entropy Jorge F. Silva, Milan S. Derpich
2018	J	`jnl`	Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters. Pattern Recognit. Lett. Felipe A. Tobar, Iván Castro, Jorge F. Silva, Marcos E. Orchard
2018	J	`jnl`	Shannon Entropy Estimation in ∞-Alphabets from Convergence Results: Studying Plug-In Estimators. Entropy Jorge F. Silva
2017	J	`jnl`	Shannon Entropy Estimation in ∞-Alphabets from Convergence Results. CoRR Jorge F. Silva
2017	B	`conf`	The redundancy gains of almost lossless universal source coding over envelope families. ISIT Jorge F. Silva, Pablo Piantanida
2017	J	`jnl`	Universal Weak Variable-Length Source Coding on Countable Infinite Alphabets. CoRR Jorge F. Silva, Pablo Piantanida
2016	B	`conf`	Almost lossless variable-length source coding on countably infinite alphabets. ISIT Jorge F. Silva, Pablo Piantanida
2016	—	`conf`	Analysis of the Bayesian Cramér-Rao in astrometry. SAM Alex Echeverria, Jorge F. Silva, R. A. Mendez, Marcos E. Orchard
2016	—	`conf`	Channelized facies recovery based on weighted compressed sensing. SAM Hernán Calderón, Felipe Santibanez, Jorge F. Silva, Julián M. Ortiz, Alvaro Egaña
2015	J	`jnl`	Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells. IEEE Trans. Reliab. 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
2015	J	`jnl`	On the Characterization of ℓ IEEE Trans. Signal Process. Jorge F. Silva, Milan S. Derpich
2015	J	`jnl`	Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles. IEEE Trans. Reliab. 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
2015	J	`jnl`	Reconstruction of channelized geological facies based on RIPless compressed sensing. Comput. Geosci. Hernán Calderón, Jorge F. Silva, Julián M. Ortiz, Alvaro Egaña
2014	B	`conf`	Precise best k-term approximation error analysis of ergodic processes. ISIT Jorge F. Silva, Milan S. Derpich
2013	J	`jnl`	Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena. IEEE Trans. Instrum. Meas. Benjamín E. Olivares, Matías A. Cerda Munoz, Marcos E. Orchard, Jorge F. Silva
2013	B	`conf`	Shannon entropy estimation from convergence results in the countable alphabet case. ITW Jorge F. Silva, Patricio Parada
2012	J	`jnl`	Analysis and design of Wavelet-Packet Cepstral coefficients for automatic speech recognition. Speech Commun. Eduardo Pavez, Jorge F. Silva
2012	J	`jnl`	Complexity-Regularized Tree-Structured Partition for Mutual Information Estimation. IEEE Trans. Inf. Theory Jorge F. Silva, Shrikanth S. Narayanan
2012	—	`conf`	Compressibility of infinite sequences and its interplay with compressed sensing recovery. APSIPA Jorge F. Silva, Eduardo Pavez
2012	J	`jnl`	On signal representations within the Bayes decision framework. Pattern Recognit. Jorge F. Silva, Shrikanth S. Narayanan
2012	B	`conf`	Shannon entropy convergence results in the countable infinite case. ISIT Jorge F. Silva, Patricio Parada
2011	B	`conf`	Necessary and sufficient conditions for zero-rate density estimation. ITW Jorge F. Silva, Milan S. Derpich
2011	B	`conf`	Sufficient conditions for the convergence of the Shannon differential entropy. ITW Jorge F. Silva, Patricio Parada
2010	B	`conf`	A near-optimal (minimax) tree-structured partition for mutual information estimation. ISIT Jorge F. Silva, Shrikanth S. Narayanan
2010	J	`jnl`	Nonproduct data-dependent partitions for mutual information estimation: strong consistency and applications. IEEE Trans. Signal Process. Jorge F. Silva, Shrikanth S. Narayanan
2010	B	`conf`	On data-driven histogram-based estimation for mutual information. ISIT Jorge F. Silva, Shrikanth S. Narayanan
2009	J	`jnl`	Discriminative wavelet packet filter bank selection for pattern recognition. IEEE Trans. Signal Process. Jorge F. Silva, Shrikanth S. Narayanan
2009	B	`conf`	Histogram-based estimation for the divergence revisited. ISIT Shrikanth S. Narayanan, Jorge F. Silva
2008	J	`jnl`	Upper Bound Kullback-Leibler Divergence for Transient Hidden Markov Models. IEEE Trans. Signal Process. Jorge F. Silva, Shrikanth S. Narayanan
2007	—	`conf`	Information Theoretic Analysis of Direct Articulatory Measurements for Phonetic Discrimination. ICASSP (4) Jorge F. Silva, Vivek Kumar Rangarajan Sridhar, Viktor Rozgic, Shrikanth S. Narayanan
2007	—	`conf`	Optimal Wavelet Packets Decomposition Based on a Rate-Distortion Optimality Criterion. ICASSP (3) Jorge F. Silva, Shrikanth S. Narayanan
2007	J	`jnl`	Soft indexing of speech content for search in spoken documents. Comput. Speech Lang. Ciprian Chelba, Jorge F. Silva, Alex Acero
2007	B	`conf`	Universal Consistency of Data-Driven Partitions for Divergence Estimation. ISIT Jorge F. Silva, Shrikanth S. Narayanan
2006	A	`conf`	Automatic detection of voice onset time contrasts for use in pronunciation assessment. INTERSPEECH Abe Kazemzadeh, Joseph Tepperman, Jorge F. Silva, Hong You, Sungbok Lee, Abeer Alwan, Shrikanth S. Narayanan
2006	J	`jnl`	Average divergence distance as a statistical discrimination measure for hidden Markov models. IEEE Trans. Speech Audio Process. Jorge F. Silva, Shrikanth S. Narayanan
2006	—	`conf`	Integration of Metadata in spoken Document Search Using Position Specific Posterior latices. SLT Jorge F. Silva, Ciprian Chelba, Alex Acero
2006	J	`jnl`	Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition. IEEE Trans. Speech Audio Process. Néstor Becerra Yoma, Carlos Molina, Jorge F. Silva, Carlos Busso
2006	A	`conf`	Pronunciation verification of children²s speech for automatic literacy assessment. INTERSPEECH Joseph Tepperman, Jorge F. Silva, Abe Kazemzadeh, Hong You, Sungbok Lee, Abeer Alwan, Shrikanth S. Narayanan
2006	—	`conf`	Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search. ICASSP (1) Jorge F. Silva, Ciprian Chelba, Alex Acero
2006	B	`conf`	Upper Bound Kullback-Leibler Divergence for Hidden Markov Models with Application as Discrimination Measure for Speech Recognition. ISIT Jorge F. Silva, Shrikanth S. Narayanan
2004	A	`conf`	A statistical discrimination measure for hidden Markov models based on divergence. INTERSPEECH Jorge F. Silva, Shrikanth S. Narayanan
2003	A	`conf`	Language model accuracy and uncertainty in noise cancelling in the stochastic weighted viterbi algorithm. INTERSPEECH Néstor Becerra Yoma, Ivan Brito, Jorge F. Silva
2002	J	`jnl`	MAP speaker adaptation of state duration distributions for speech recognition. IEEE Trans. Speech Audio Process. Néstor Becerra Yoma, Jorge F. Silva
2001	A	`conf`	Speaker adaptation of output probabilities and state duration distributions for speech recognition. INTERSPEECH Néstor Becerra Yoma, Jorge F. Silva