Sam Witty
Airbus (India)(IN)
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Adversarial Robustness in Machine Learning, Advanced Causal Inference Techniques, Explainable Artificial Intelligence (XAI), Machine Learning and Algorithms
Most-Cited Works
- → Measuring and characterizing generalization in deep reinforcement learning(2021)16 cited
- → Causal Inference using Gaussian Processes with Structured Latent Confounders(2020)13 cited
- → Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models(2020)7 cited
- → Fairkit, fairkit, on the wall, who’s the fairest of them all? Supporting fairness-related decision-making(2023)7 cited
- → Automated Efficient Estimation using Monte Carlo Efficient Influence Functions(2024)2 cited
- → Bayesian causal inference via probabilistic program synthesis(2019)1 cited
- → Bayesian Sequential Experimental Design for Planning Series of Police Lineups(2025)1 cited
- Causal Inference using Gaussian Processes with Structured Latent Confounders.(2020)