Causal de finetti: On the identification of invariant causal structure in exchangeable data S Guo, V Tóth, B Schölkopf, F Huszár Thirty-seventh Conference on Neural Information Processing Systems, 2022 | 26 | 2022 |
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving A Didolkar, A Goyal, NR Ke, S Guo, M Valko, T Lillicrap, D Rezende, ... arXiv preprint arXiv:2405.12205, 2024 | 18 | 2024 |
Dataflow graphs as complete causal graphs, in ‘2023 IEEE/ACM 2nd International Conference on AI Engineering–Software Engineering for AI (CAIN)’ A Paleyes, S Guo, B Scholkopf, ND Lawrence IEEE, 2023a. Cited on, 16, 2023 | 9* | 2023 |
Out-of-Variable Generalization for Discriminative Models S Guo, J Wildberger, B Schölkopf The Twelfth International Conference on Learning Representations, 2023 | 8* | 2023 |
On the Interventional Kullback-Leibler Divergence J Wildberger, S Guo, A Bhattacharyya, B Schölkopf 2nd Conference on Causal Learning and Reasoning (CLeaR), 2023 | 6 | 2023 |
Teams frightened of failure fail more: modelling reward sensitivity in teamwork S Guo, SL Lim, PJ Bentley 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 109-116, 2020 | 6 | 2020 |
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs S Guo, A Didolkar, NR Ke, A Goyal, F Huszár, B Schölkopf arXiv preprint arXiv:2405.15485, 2024 | 2 | 2024 |
Pragmatic fairness: Developing policies with outcome disparity control L Gultchin, S Guo, A Malek, S Chiappa, R Silva Causal Learning and Reasoning, 243-264, 2024 | 1 | 2024 |
CausalCite: A Causal Formulation of Paper Citations I Agrawal, Z Jin, E Mokhtarian, S Guo, Y Chen, M Sachan, B Schölkopf Findings of the Association for Computational Linguistics ACL 2024, 8395-8410, 2024 | | 2024 |
Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning P Reizinger*, S Guo*, F Huszár, B Schölkopf, W Brendel arXiv preprint arXiv:2406.14302, 2024 | | 2024 |
Do Finetti: On Causal Effects for Exchangeable Data S Guo, C Zhang, K Mohan, F Huszár, B Schölkopf arXiv preprint arXiv:2405.18836 (NeurIPS 2024 oral), 2024 | | 2024 |