2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Differentiable Interacting Multiple Model Particle Filtering
John-Joseph Brady, Yuhui Luo, Wenwu Wang +2
We propose a sequential Monte Carlo algorithm for parameter learning when the studied model exhibits random discontinuous jumps in behaviour. To facilitate the learning of high dim…
cs.LG2024★ 2 cited
Regime Learning for Differentiable Particle Filters
John-Joseph Brady, Yuhui Luo, Wenwu Wang +2
Differentiable particle filters are an emerging class of models that combine sequential Monte Carlo techniques with the flexibility of neural networks to perform state space infere…