Jorge F. Silva

Jorge F. Silva

Universidad de Chile

H-index: 22

Latin America-Chile

About Jorge F. Silva

Jorge F. Silva, With an exceptional h-index of 22 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidad de Chile, specializes in the field of Representation Learning, Statistical Learning, Statistical Signal Processing, Information Theory, Source Coding and Compression.

His recent articles reflect a diverse array of research interests and contributions to the field:

Optimal Photometry of Point Sources: Joint Source Flux and Background Determination on Array Detectors—from Theory to Practical Implementation

A transcription and information extraction system to facilitate EHR documentation in Spanish

Gaussian process deconvolution

Optimal observational scheduling framework for binary and multiple stellar systems

A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints

On the Interplay between Information Loss and Operation Loss in Representations for Classification

Bayesian inference in single-line spectroscopic binaries with a visual orbit

Entropy

Jorge F. Silva Information

University

Position

Department of Electrical Engineering

Citations(all)

1683

Citations(since 2020)

687

Cited By

1284

hIndex(all)

22

hIndex(since 2020)

12

i10Index(all)

37

i10Index(since 2020)

20

Email

University Profile Page

Universidad de Chile

Google Scholar

View Google Scholar Profile

Jorge F. Silva Skills & Research Interests

Representation Learning

Statistical Learning

Statistical Signal Processing

Information Theory

Source Coding and Compression

Top articles of Jorge F. Silva

Title

Journal

Author(s)

Publication Date

Optimal Photometry of Point Sources: Joint Source Flux and Background Determination on Array Detectors—from Theory to Practical Implementation

Publications of the Astronomical Society of the Pacific

Mario L Vicuña

Jorge F Silva

Rene A Mendez

Marcos E Orchard

Sebastian Espinosa

...

2024/1/12

A transcription and information extraction system to facilitate EHR documentation in Spanish

Maicol Fernández

Fabián Villena

Matías Rojas

Fredy Núñez

Jorge F Silva

...

2023/7/21

Gaussian process deconvolution

Proceedings of the Royal Society A

Felipe Tobar

Arnaud Robert

Jorge F Silva

2023/6/28

Optimal observational scheduling framework for binary and multiple stellar systems

Publications of the Astronomical Society of the Pacific

Miguel Videla

Rene A Mendez

Jorge F Silva

Marcos E Orchard

2023/2/6

A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints

Sebastian Espinosa

Jorge F Silva

Pablo Piantanida

2022/5/23

On the Interplay between Information Loss and Operation Loss in Representations for Classification

Jorge Silva

Felipe Tobar

2022/5/3

Bayesian inference in single-line spectroscopic binaries with a visual orbit

The Astronomical Journal

Miguel Videla

Rene A Mendez

Rubén M Clavería

Jorge F Silva

Marcos E Orchard

2022/4/19

Entropy

Statistical Properties of Deterministic Systems

Jiu Ding

Aihui Zhou

Jiu Ding

Aihui Zhou

2009

Compressibility analysis of asymptotically mean stationary processes

Applied and Computational Harmonic Analysis

Jorge F Silva

2022/1/1

Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection

arXiv preprint arXiv:2212.02303

Christopher P Ley

Jorge F Silva

2022/12/5

Studying the Interplay between Information Loss and Operation Loss in Representations for Classification

arXiv preprint arXiv:2112.15238

Jorge F Silva

Felipe Tobar

Mario Vicuña

Felipe Cordova

2021/12/30

Data Science for Engineers: A Teaching Ecosystem

IEEE Signal Processing Magazine

Felipe Tobar

Felipe Bravo-Marquez

Jocelyn Dunstan

Joaquin Fontbona

Alejandro Maass

...

2021/4/28

Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation

IEEE Transactions on Signal Processing

Mauricio E Gonzalez

Jorge F Silva

Miguel Videla

Marcos E Orchard

2021/12/15

Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions

IEEE Signal Processing Letters

Sebastian Espinosa

Jorge F Silva

Pablo Piantanida

2021

On universal d-semifaithful coding for memoryless sources with infinite alphabets

IEEE Transactions on Information Theory

Jorge F Silva

Pablo Piantanida

2021/12/10

On the Exponential Approximation of Type II Error Probability of Distributed Test of Independence

IEEE Transactions on Signal and Information Processing over Networks

Sebastian Espinosa

Jorge F Silva

Pablo Piantanida

2021/12/7

Bayes-based orbital elements estimation in triple hierarchical stellar systems

Publications of the Astronomical Society of the Pacific

Constanza Villegas

Rene A Mendez

Jorge F Silva

Marcos E Orchard

2021/7/7

Ore-Waste Discrimination with Adaptive Sampling Strategy

Natural Resources Research

Felipe A Santibanez-Leal

Julian M Ortiz

Jorge F Silva

2020/10

Universal weak variable-length source coding on countably infinite alphabets

IEEE Transactions on Information Theory

Jorge F Silva

Pablo Piantanida

2020

Bayes-based estimation of orbital parameters in hierarchical triple stellar systems

Boletin de la Asociacion Argentina de Astronomia La Plata Argentina

CL Villegas

RA Méndez

ME Orchard

JF Silva

2020/8

See List of Professors in Jorge F. Silva University(Universidad de Chile)

Co-Authors

H-index: 106
Shrikanth (Shri) Narayanan

Shrikanth (Shri) Narayanan

University of Southern California

H-index: 45
Abeer Alwan

Abeer Alwan

University of California, Los Angeles

H-index: 38
Marcos Orchard

Marcos Orchard

Universidad de Chile

H-index: 38
Sungbok Lee

Sungbok Lee

University of Southern California

H-index: 29
Rene A. Mendez

Rene A. Mendez

Universidad de Chile

H-index: 23
Julián Ortiz

Julián Ortiz

Queen's University

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