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Chandler Squires
Chandler Squires
PhD Student, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Permutation-based causal structure learning with unknown intervention targets
C Squires, Y Wang, C Uhler
Conference on Uncertainty in Artificial Intelligence, 1039-1048, 2020
372020
ABCD-strategy: Budgeted experimental design for targeted causal structure discovery
R Agrawal, C Squires, K Yang, K Shanmugam, C Uhler
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
372019
Causal network models of SARS-CoV-2 expression and aging to identify candidates for drug repurposing
A Belyaeva, L Cammarata, A Radhakrishnan, C Squires, K Dai Yang, ...
Nature Communications 12 (1), 1-13, 2021
312021
Ordering-based causal structure learning in the presence of latent variables
D Bernstein, B Saeed, C Squires, C Uhler
International Conference on Artificial Intelligence and Statistics, 4098-4108, 2020
292020
Direct estimation of differences in causal graphs
Y Wang, C Squires, A Belyaeva, C Uhler
Advances in Neural Information Processing Systems, 3770-3781, 2018
232018
Active Structure Learning of Causal DAGs via Directed Clique Trees
C Squires, S Magliacane, K Greenewald, D Katz, M Kocaoglu, ...
Advances in Neural Information Processing Systems 33, 2020
142020
Causal imputation via synthetic interventions
C Squires, D Shen, A Agarwal, D Shah, C Uhler
Conference on Causal Learning and Reasoning, 688-711, 2022
92022
Size of interventional Markov equivalence classes in random DAG models
D Katz, K Shanmugam, C Squires, C Uhler
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
72019
Size of interventional Markov equivalence classes in random DAG models
D Katz-Rogozhnikov, K Shanmugam, C Squires, C Uhler
Proceedings of Machine Learning Research 89, 2019
7*2019
DCI: learning causal differences between gene regulatory networks
A Belyaeva, C Squires, C Uhler
Bioinformatics 37 (18), 3067-3069, 2021
62021
The DeCAMFounder: Non-Linear Causal Discovery in the Presence of Hidden Variables
R Agrawal, C Squires, N Prasad, C Uhler
arXiv preprint arXiv:2102.07921, 2021
62021
Matching a desired causal state via shift interventions
J Zhang, C Squires, C Uhler
Advances in Neural Information Processing Systems 34, 19923-19934, 2021
42021
Efficient Permutation Discovery in Causal DAGs
C Squires, J Amaniampong, C Uhler
arXiv preprint arXiv:2011.03610, 2020
32020
Causal Structure Learning: a Combinatorial Perspective
C Squires, C Uhler
arXiv preprint arXiv:2206.01152, 2022
22022
Maximum Likelihood Estimation for Brownian Motion Tree Models Based on One Sample
M Truell, JC Hütter, C Squires, P Zwiernik, C Uhler
arXiv preprint arXiv:2112.00816, 2021
22021
Causal structure discovery between clusters of nodes induced by latent factors
C Squires, A Yun, E Nichani, R Agrawal, C Uhler
Conference on Causal Learning and Reasoning, 669-687, 2022
12022
Active Structure Learning of Causal DAGs via Directed Clique Trees
KS Chandler Squires, Sara Magliacane, Kristjan H. Greenewald, Dmitriy Katz ...
Advances in Neural Information Processing Systems, 2020
2020
Causal structure discovery from incomplete data
C Squires
Massachusetts Institute of Technology, 2019
2019
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