Search Results for author: George Alexandru Adam

Found 3 papers, 1 papers with code

Extracting Expert's Goals by What-if Interpretable Modeling

no code implementations28 Oct 2021 Chun-Hao Chang, George Alexandru Adam, Rich Caruana, Anna Goldenberg

Although reinforcement learning (RL) has tremendous success in many fields, applying RL to real-world settings such as healthcare is challenging when the reward is hard to specify and no exploration is allowed.

Additive models reinforcement-learning +1

Towards Robust Classification Model by Counterfactual and Invariant Data Generation

1 code implementation CVPR 2021 Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg

Despite the success of machine learning applications in science, industry, and society in general, many approaches are known to be non-robust, often relying on spurious correlations to make predictions.

Classification Image Classification +2

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