Picture for Theodoros Damoulas

Theodoros Damoulas

Physics-Informed Variational State-Space Gaussian Processes

Add code
Sep 20, 2024
Viaarxiv icon

Distributionally Robust Optimisation with Bayesian Ambiguity Sets

Add code
Sep 05, 2024
Viaarxiv icon

Causally Abstracted Multi-armed Bandits

Add code
Apr 26, 2024
Viaarxiv icon

Interventionally Consistent Surrogates for Agent-based Simulators

Add code
Dec 18, 2023
Viaarxiv icon

Causal Optimal Transport of Abstractions

Add code
Dec 13, 2023
Viaarxiv icon

Robust Bayesian Inference for Measurement Error Models

Add code
Jun 02, 2023
Viaarxiv icon

Quantifying Consistency and Information Loss for Causal Abstraction Learning

Add code
May 07, 2023
Viaarxiv icon

Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions

Add code
Jan 14, 2023
Viaarxiv icon

Causal Entropy Optimization

Add code
Aug 23, 2022
Figure 1 for Causal Entropy Optimization
Figure 2 for Causal Entropy Optimization
Figure 3 for Causal Entropy Optimization
Figure 4 for Causal Entropy Optimization
Viaarxiv icon

Towards Computing an Optimal Abstraction for Structural Causal Models

Add code
Aug 01, 2022
Figure 1 for Towards Computing an Optimal Abstraction for Structural Causal Models
Figure 2 for Towards Computing an Optimal Abstraction for Structural Causal Models
Figure 3 for Towards Computing an Optimal Abstraction for Structural Causal Models
Viaarxiv icon