Damian Machlanski

According to our database, Damian Machlanski authored at least 5 papers between 2023 and 2024.

Collaborative distances:

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

2024

Undersmoothing Causal Estimators With Generative Trees.

Damian Machlanski, Spyridon Samothrakis, Paul Clarke

IEEE Access, 2024

Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice.

Damian Machlanski, Spyridon Samothrakis, Paul Clarke

Proceedings of the Causal Learning and Reasoning, 2024

Games of Knightian Uncertainty as AGI testbeds.

Spyridon Samothrakis, Dennis J. N. J. Soemers, Damian Machlanski

Proceedings of the IEEE Conference on Games, 2024

2023

Treatment Effect Estimation Benchmarks.

Damian Machlanski

Dataset, August, 2023

Hyperparameter Tuning and Model Evaluation in Causal Effect Estimation.

Damian Machlanski, Spyridon Samothrakis, Paul Clarke

CoRR, 2023