Albert Podusenko

According to our database, Albert Podusenko authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

RxInfer: A Julia package for reactive real-time Bayesian inference.

Dmitry Bagaev, Albert Podusenko, Bert de Vries

J. Open Source Softw., June, 2023

2022

ReactiveMP.jl: A Julia package for reactive variational Bayesian inference.

Dmitry Bagaev, Bart van Erp, Albert Podusenko, Bert de Vries

Softw. Impacts, 2022

Message Passing-based Inference in Switching Autoregressive Models.

Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries

Proceedings of the 30th European Signal Processing Conference, 2022

Message Passing-based System Identification for NARMAX Models.

Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Variational message passing for online polynomial NARMAX identification.

Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens

Proceedings of the American Control Conference, 2022

2021

Message Passing-Based Inference for Time-Varying Autoregressive Models.

Albert Podusenko, Wouter M. Kouw, Bert de Vries

Entropy, 2021

AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms.

Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries

CoRR, 2021

Message Passing-Based Inference in the Gamma Mixture Model.

Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

The Switching Hierarchical Gaussian Filter.

Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Bayesian joint state and parameter tracking in autoregressive models.

Ismail Senöz, Albert Podusenko, Wouter M. Kouw, Bert de Vries

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Online Variational Message Passing in Hierarchical Autoregressive Models.

Albert Podusenko, Wouter M. Kouw, Bert de Vries

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Regression-based supervised learning of autosteering of a road car featuring a delayed steering response.

Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara

Int. J. Data Sci. Anal., 2019

2018

Recognition of Mistaken Pedal Pressing based on Pedal Pressing Behavior by using Genetic Programming.

Rahadian Yusuf, Albert Podusenko, Ivan Tanev, Katsunori Shimohara

Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2018

Evolving the autosteering of a car featuring a realistically simulated steering response.

Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Comparative Analysis of Classifiers for Classification of Emergency Braking of Road Motor Vehicles.

Albert Podusenko, Vsevolod Nikulin, Ivan Tanev, Katsunori Shimohara

Algorithms, 2017

Regression Based Model for Autosteering of a Car with Delayed Steering Response.

Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017