Sam Witty

According to our database, Sam Witty authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated Efficient Estimation using Monte Carlo Efficient Influence Functions.

Raj Agrawal, Sam Witty, Andy Zane, Elias Bingham

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Causal Dynamic Bayesian Networks for Simulation Metamodeling.

Pracheta Amaranath, Peter J. Haas, David D. Jensen, Sam Witty

Proceedings of the Winter Simulation Conference, 2023

2021

A Simulation-Based Test of Identifiability for Bayesian Causal Inference.

Sam Witty, David D. Jensen, Vikash Mansinghka

CoRR, 2021

2020

Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models.

Brittany Johnson, Jesse Bartola, Rico Angell, Katherine A. Keith, Sam Witty, Stephen J. Giguere, Yuriy Brun

CoRR, 2020

Causal Inference using Gaussian Processes with Structured Latent Confounders.

Sam Witty, Kenta Takatsu, David D. Jensen, Vikash Mansinghka

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Bayesian causal inference via probabilistic program synthesis.

Sam Witty, Alexander K. Lew, David D. Jensen, Vikash Mansinghka

CoRR, 2019

2018

Measuring and Characterizing Generalization in Deep Reinforcement Learning.

Sam Witty, Jun Ki Lee, Emma Tosch, Akanksha Atrey, Michael L. Littman, David D. Jensen

CoRR, 2018