Articles with public access mandates - Andy ShihLearn more
Available somewhere: 15
Compiling Bayesian Network Classifiers into Decision Graphs
A Shih, A Choi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 33, 7966-7974, 2019
Mandates: US National Science Foundation, US Department of Defense
Verifying binarized neural networks by angluin-style learning
A Shih, A Darwiche, A Choi
Theory and Applications of Satisfiability Testing–SAT 2019: 22nd …, 2019
Mandates: US National Science Foundation, US Department of Defense
Imitation Learning by Estimating Expertise of Demonstrators
M Beliaev, A Shih, S Ermon, D Sadigh, R Pedarsani
International Conference on Machine Learning, 2022
Mandates: US National Science Foundation, US Department of Defense
Parallel sampling of diffusion models
A Shih, S Belkhale, S Ermon, D Sadigh, N Anari
Advances in Neural Information Processing Systems 36, 2024
Mandates: US National Science Foundation, US Department of Defense
Formal verification of Bayesian network classifiers
A Shih, A Choi, A Darwiche
International Conference on Probabilistic Graphical Models, 427-438, 2018
Mandates: US National Science Foundation, US Department of Defense
Influencing Towards Stable Multi-Agent Interactions
WZ Wang, A Shih, A Xie, D Sadigh
Conference on Robot Learning (CoRL), 2021
Mandates: US National Science Foundation, US Department of Defense
Smoothing structured decomposable circuits
A Shih, G Van den Broeck, P Beame, A Amarilli
Advances in Neural Information Processing Systems, 11416-11426, 2019
Mandates: US National Science Foundation, US Department of Defense
Compiling neural networks into tractable Boolean circuits
A Choi, W Shi, A Shih, A Darwiche
AAAI Spring Symposium on Verification of Neural Networks (VNN), 2019
Mandates: US National Science Foundation, US Department of Defense
Probabilistic Circuits for Variational Inference in Discrete Graphical Models
A Shih, S Ermon
Advances in Neural Information Processing Systems 33, 2020
Mandates: US National Science Foundation, US Department of Defense
PantheonRL: A MARL Library for Dynamic Training Interactions
B Sarkar, A Talati, A Shih, D Sadigh
36th AAAI Conference on Artificial Intelligence (Demo Track), 2021
Mandates: US Department of Defense
Conditional Imitation Learning for Multi-Agent Games
A Shih, S Ermon, D Sadigh
17th ACM/IEEE International Conference on Human-Robot Interaction, 2022
Mandates: US National Science Foundation, US Department of Defense
Training and Inference on Any-Order Autoregressive Models the Right Way
A Shih, D Sadigh, S Ermon
Advances in Neural Information Processing Systems 35, 2022
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Long horizon temperature scaling
A Shih, D Sadigh, S Ermon
International Conference on Machine Learning, 31422-31434, 2023
Mandates: US National Science Foundation, US Department of Defense
HyperSPNs: Compact and Expressive Probabilistic Circuits
A Shih, D Sadigh, S Ermon
Advances in Neural Information Processing Systems 34, 2021
Mandates: US National Science Foundation, US Department of Defense
Diverse Conventions for Human-AI Collaboration
B Sarkar, A Shih, D Sadigh
Advances in Neural Information Processing Systems 36, 2024
Mandates: US National Science Foundation, US Department of Defense
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