Presentations & Talks

Conference presentations, talks, and podcast appearances

What's Wrong with Active Inference and How Lazy Dynamics Is Set to Solve It

ActInf ModelStream 017.1

2024

Analysis of current limitations in active inference frameworks and introduction of Lazy Dynamics as a solution approach

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Learning Bayesian Statistics Podcast - Guest Appearance

Learning Bayesian Statistics Podcast

2024

Guest appearance discussing Bayesian inference methodologies and reactive programming applications in statistical computing

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RxInfer.jl: A Package for Real-Time Bayesian Inference

JuliaCon 2023

2023

Technical overview of RxInfer.jl package capabilities for real-time Bayesian inference and message passing

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Enacting Ecosystems of Shared Intelligence

3rd Applied Active Inference Symposium

2023

Discussion of collaborative intelligence systems and their implementation through active inference principles

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Implementing Active Inference by Message Passing in a Factor Graph

ActInf ModelStream #004.1

2023

Implementation details of active inference algorithms using factor graph message passing techniques

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Building Smarter AI: Active Inference & Nested Models

Active Inference Conference

2023

Joint presentation with de Vries, Friedman, and Pashea on active inference frameworks and nested hierarchical modeling approaches

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GraphPPL.jl: A Package for Specification of Probabilistic Models

JuliaCon 2022

2022

Introduction to GraphPPL.jl package for declarative specification of probabilistic graphical models

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Fast Bayesian Inference with RxInfer.jl

Julia User Group Munich

2022

Performance demonstration and practical examples of Bayesian inference workflows using RxInfer.jl

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ReactiveMP.jl: Reactive Message Passing-based Bayesian Inference

JuliaCon 2021

2021

Technical introduction to ReactiveMP.jl framework for reactive message passing algorithms in Bayesian inference

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Rocket.jl: A Julia package for reactive programming

JuliaCon 2020

2020

Overview of Rocket.jl package for reactive programming patterns and asynchronous data processing in Julia

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Additional Presentations

I've also given various presentations at local meetups and events that weren't recorded. These include talks on Julia programming, Bayesian inference, and reactive programming at developer meetups and academic seminars.