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    RxInfer.jl ReactiveMP.jl GraphPPL.jl Rocket.jl ForneyLab.jl
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    5ARA0 Software Engineering for Artificial Intelligence 5SSD0 Bayesian Machine Learning
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Albert Podusenko

Albert Podusenko

Chief Executive Officer LazyDynamics

Lazy Dynamics

Albert Podusenko is a founder & CEO of Lazy Dynamics.

Interests
  • Bayesian Inference
  • Signal Processing
  • Intelligent Systems
Education
  • PhD in Machine Learning, 2022

    Eindhoven University of Technology

  • MSc in Computer Science, 2018

    Doshisha University

  • BSc in Applied Mathematics, 2016

    Saint Petersburg State University

Latest

  • ExponentialFamilyManifolds.jl: Representing exponential families as Riemannian manifolds
  • Multi-Agent Trajectory Planning with NUV Priors
  • RxInfer: A Julia package for reactive real-time Bayesian inference
  • Message Passing-based Inference in Hierarchical Autoregressive Models
  • Message Passing-based System Identification for NARMAX Models
  • Message Passing-based Inference in Switching Autoregressive Models
  • ReactiveMP.jl: A Julia package for reactive variational Bayesian inference
  • Variational message passing for online polynomial NARMAX identification
  • AIDA: An active inference-Based design agent for audio processing algorithms
  • Message Passing-Based Inference in the Gamma Mixture Model
  • A Bayesian Modeling Approach to Situated Design of Personalized Soundscaping Algorithms
  • The Switching Hierarchical Gaussian Filter
  • Message Passing-Based Inference for Time-Varying Autoregressive Models
  • Online Variational Message Passing in Hierarchical Autoregressive Models
  • Bayesian joint state and parameter tracking in autoregressive models
  • Online Variational Message Passing in Autoregressive Models
  • CoHear

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