Man

Roman Marchant Matus

Senior Research Fellow Postdoc

The University of Sydney

Sydney, Australia

Líneas de Investigación


Machine Learning, Autonomous Path Planning, Probabilistic Models, Bayesian Inference, Artificial Intelligence, Spatial-Temporal Monitoring,

Educación

  •  Robotics and Machine Learning, UNIVERSITY OF SYDNEY. Australia, 2015
  •  Electrical Engineer, UNIVERSIDAD DE CHILE. Chile, 2011

Experiencia Académica

  •   Research Fellow Full Time

    UNIVERSITY OF SYDNEY

    Faculty of Engineering and IT

    Sydney, Australia

    2015 - 2020

  •   Senior Lecturer Part Time

    UNIVERSITY OF SYDNEY

    Faculty of Engineering and IT

    Sydney, Chile

    2015 - At present

  •   Senior Research Fellow Full Time

    UNIVERSITY OF SYDNEY

    Faculty of Science

    Sydney, Chile

    2020 - At present

Experiencia Profesional

  •   Chief Technical Officer Other

    Geoselfie

    Sydney, Australia

    2015 - At present

  •   Chief Technical Officer Other

    AIctive

    Sydney, Chile

    2020 - At present

  •   Advisor and Board Member Other

    Dynamic Crowd Measurement

    Sydney, Australia

    2018 - At present


 

Article (10)

A case study in model failure? COVID-19 daily deaths and ICU bed utilisation predictions in New York state
Occupancy map building through Bayesian exploration
Applying machine learning to criminology: semi-parametric spatial-demographic Bayesian regression
Continuous State-Action-Observation POMDPs for Trajectory Planning with Bayesian Optimisation
Predicting the HMA-LMA Status in Marine Sponges by Machine Learning
Bayesian Optimisation for Active Perception and Smooth Navigation
Bayesian Optimisation for Informative Continuous Path Planning
A portable ground-truth system based on a laser sensor
Bayesian Optimisation for Intelligent Environmental Monitoring
Learning to fall: Designing low damage fall sequences for humanoid soccer robots

ConferencePaper (2)

Sequential Bayesian Optimisation for Spatial-Temporal Monitoring
Cooperative global tracking using multiple sensors
12
Roman Marchant

Senior Research Fellow Postdoc

The University of Sydney

Sydney, Australia

2
Javier Ruiz del Solar

Full Professor and Executive Director of the Advanced Mining Technology Center

Advanced Mining Technology Center & Electrical Engineering Department

UNIVERSIDAD DE CHILE

Santiago, Chile

2
Pablo Guerrero

Founder and Head of Research and Development

Research and Development

Price Tracker

Santiago, Chile

1
Rodrigo Palma

Subgerente Investigación y Desarrollo

Investigación y Desarrollo

Woodtech

Santiago, Chile