Publications

For the most up to date list of publications see my Google Scholar.

2024

  1. gflownet_gen_preview.png
    Investigating Generalization Behaviours of Generative Flow Networks
    Lazar Atanackovic, and Emmanuel Bengio
    arXiv preprint arXiv:2402.05309, 2024
    arXiv Code
  2. sf2m.png
    Simulation-free Schrodinger Bridges via Score and Flow Matching
    Alexander Tong , Nikolay Malkin , Kilian Fatras , Lazar Atanackovic, Yanlei Zhang , Guillaume Huguet , Guy Wolf , and Yoshua Bengio
    In Artificial Intelligence and Statistics (AISTATS), [to appear] , 2024
    arXiv

2023

  1. dyngfn.png
    DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets
    Lazar Atanackovic, Alexander Tong , Bo Wang , Leo J Lee , Yoshua Bengio , and Jason Hartford
    Advances in Neural Information Processing Systems (NeurIPS), 2023
    arXiv Code
  2. arXiv
    A Computational Framework for Solving Wasserstein Lagrangian Flows
    Kirill Neklyudov , Rob Brekelmans , Alexander Tong , Lazar Atanackovic, Qiang Liu , and Alireza Makhzani
    arXiv preprint arXiv:2310.10649, 2023
    arXiv

2022

  1. concerto.png
    A Graph Neural Network Approach for Molecule Carcinogenicity Prediction
    Philip Fradkin , Adamo Young , Lazar Atanackovic, Brendan Frey , Leo J Lee , and Bo Wang
    Bioinformatics, 2022
    HTML
  2. MLCB
    Energy-based Modelling for Single-cell Data Annotation
    Tianyi Liu , Philip Fradkin , Lazar Atanackovic, and Leo J Lee
    In Machine Learning in Computational Biology (MLCB) , 2022
    HTML

2020

  1. IEEE OCEANS
    Deep-Learning Based Ship-Radiated Noise Suppression for Underwater Acoustic OFDM Systems
    Lazar Atanackovic, Lutz Lampe , and Roee Diamant
    In Global Oceans 2020: Singapore–US Gulf Coast , 2020
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  2. IEEE OCEANS
    Stochastic ship-radiated noise modelling via generative adversarial networks
    Lazar Atanackovic, Vala Vakilian , Dryden Wiebe , Lutz Lampe , and Roee Diamant
    In Global oceans 2020: Singapore–US gulf coast , 2020
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2019

  1. IEEE OCEANS
    Statistical shipping noise characterization and mitigation for underwater acoustic communications
    Lazar Atanackovic, Ruoyu Zhang , Lutz Lampe , and Roee Diamant
    In OCEANS 2019-Marseille , 2019
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  2. IEEE Access
    Cable diagnostics with power line modems for smart grid monitoring
    Yinjia Huo , Gautham Prasad , Lazar Atanackovic, Lutz Lampe , and Victor CM Leung
    IEEE Access, 2019
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2018

  1. ISPLC
    Grid surveillance and diagnostics using power line communications
    Yinjia Huo , Gautham Prasad , Lazar Atanackovic, Lutz Lampe , and Victor CM Leung
    In 2018 IEEE International Symposium on Power Line Communications and its Applications (ISPLC) , 2018
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