Aalto Probabilistic Machine Learning group (@AaltoPML)
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Top repositories

1

Rethinking-pooling-in-GNNs

Python
58
star
2

PINT

Python
17
star
3

PPBO

Projective Preferential Bayesian Optimization
Python
17
star
4

spatiotemporal-graph-kernels

The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
Python
12
star
5

VAI-Lab

Modular pipeline for design assistance. PYPi Package: https://pypi.org/project/vai-lab
Python
11
star
6

machine-teaching-of-active-sequential-learners

Machine Teaching of Active Sequential Learners
Python
9
star
7

node-BNN-covariate-shift

Repository for the paper Tackling covariate shift with node-based Bayesian neural networks (ICML 2022)
Python
9
star
8

human-in-the-loop-predictive-maintenance

Python
8
star
9

BOSMOS

Code for replicating the experiments in the "Online simulator-based experimental design for cognitive model selection" paper
Python
5
star
10

knowledge-elicitation-for-precision-medicine

Computational methods for Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge
MATLAB
2
star
11

FoRDE

Repository for the paper Input-gradient space particle inference for neural network ensembles (ICLR 2024)
Python
2
star
12

LFI-in-SSMs-with-UD

Code from the Likelihood-Free Inference in State-Space Models with Unknown Dynamics paper
Python
1
star
13

Federated-SGLD

Jupyter Notebook
1
star
14

atom-team

The Artificial agent with Theory of Mind FCAI team.
1
star
15

Zero-Shot-Assistance-in-Sequential-Decision-Problems

Julia
1
star