Pieter Libin

According to our database1, Pieter Libin authored at least 27 papers between 2009 and 2023.

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

Timeline

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Bibliography

2023
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.
CoRR, 2023

Tree species mapping in the Brussels Capital Region using deep learning and data fusion.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Scalar Reward is Not Enough.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Different forms of superspreading lead to different outcomes: Heterogeneity in infectiousness and contact behavior relevant for the case of SARS-CoV-2.
PLoS Comput. Biol., 2022

Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.
CoRR, 2022

Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021).
Auton. Agents Multi Agent Syst., 2022

2021
On realized serial and generation intervals given control measures: The COVID-19 pandemic case.
PLoS Comput. Biol., 2021

Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics.
PLoS Comput. Biol., 2021

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.
Briefings Bioinform., 2021

Scalable Optimization for Wind Farm Control using Coordination Graphs.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Reinforcement Learning for Large-Scale Epidemic Control.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Fleet Control Using Coregionalized Gaussian Process Policy Iteration.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Thompson Sampling for Factored Multi-Agent Bandits.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
VIRULIGN: fast codon-correct alignment and annotation of viral genomes.
Bioinform., 2019

Bayesian Anytime m-top Exploration.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Multi-objective Reinforcement Learning Algorithm for JSSP.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Deep hybrid approach for 3D plane segmentation.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Thompson Sampling for m-top Exploration.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Towards a Phylogenetic Measure to Quantify HIV Incidence.
Proceedings of the Artificial Intelligence and Machine Learning, 2019

2018
Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

IPC-Net: 3D Point-Cloud Segmentation Using Deep Inter-Point Convolutional Layers.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017
PhyloGeoTool: interactively exploring large phylogenies in an epidemiological context.
Bioinform., 2017

Efficient Evaluation of Influenza Mitigation Strategies Using Preventive Bandits.
Proceedings of the Autonomous Agents and Multiagent Systems, 2017

2013
RegaDB: community-driven data management and analysis for infectious diseases.
Bioinform., 2013

2009
A standardized framework for accurate, high-throughput genotyping of recombinant and non-recombinant viral sequences.
Nucleic Acids Res., 2009

A Collaborative Environment Allowing Clinical Investigations on Integrated Biomedical Databases.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009


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