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Sam Witty
Sam Witty
Research Scientist - Basis Research Institute
Verified email at basis.ai - Homepage
Title
Cited by
Cited by
Year
Measuring and characterizing generalization in deep reinforcement learning
S Witty, JK Lee, E Tosch, A Atrey, K Clary, ML Littman, D Jensen
Applied AI Letters, e45, 2018
582018
Causal inference using Gaussian processes with structured latent confounders
S Witty, K Takatsu, D Jensen, V Mansinghka
International Conference on Machine Learning, 10313-10323, 2020
252020
Fairkit, fairkit, on the wall, who’s the fairest of them all? Supporting fairness-related decision-making
B Johnson, J Bartola, R Angell, S Witty, S Giguere, Y Brun
EURO Journal on Decision Processes 11, 100031, 2023
17*2023
Bayesian Causal Inference via Probabilistic Program Synthesis
S Witty, A Lew, D Jensen, V Mansinghka
Second Conference on Probabilistic Programming, 2020
92020
Deep jammer: a music generation model
J Svegliato, S Witty
Small 6, 67, 2016
52016
SBI: A Simulation-Based Test of Identifiability for Bayesian Causal Inference
S Witty, D Jensen, V Mansinghka
arXiv preprint arXiv:2102.11761, 2021
22021
Belief space planning for automated malware defense
J Svegliato, S Witty, A Houmansadr, S Zilberstein
Proceedings of the IJCAI/ECAI Workshop on AI for Internet of Things, 2018
22018
Causal Graphs vs. Causal Programs: The Case of Conditional Branching
S Witty, D Jensen
First Conference on Probabilistic Programming, 2018
22018
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
R Agrawal, S Witty, A Zane, E Bingham
arXiv preprint arXiv:2403.00158, 2024
2024
Causal Dynamic Bayesian Networks for Simulation Metamodeling
P Amaranath, PJ Haas, D Jensen, S Witty
2023 Winter Simulation Conference (WSC), 746-757, 2023
2023
Bayesian Structural Causal Inference with Probabilistic Programming
S Witty
University of Massachusetts Amherst, 2023
2023
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Articles 1–11