Spatial Graph Convolutional Networks T Danel, P Spurek, J Tabor, M Śmieja, Ł Struski, A Słowik, Ł Maziarka International Conference on Neural Information Processing, 2019 | 99* | 2019 |
Linear unit-tests for invariance discovery B Aubin, A Słowik, M Arjovsky, L Bottou, D Lopez-Paz NeurIPS Workshop on Causal Discovery and Causality-Inspired Machine Learning, 2021 | 36 | 2021 |
Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation A Słowik, L Bottou AISTATS 2022, 2021 | 25 | 2021 |
On Distributionally Robust Optimization and Data Rebalancing A Słowik, L Bottou International Conference on Artificial Intelligence and Statistics, 1283-1297, 2022 | 13 | 2022 |
Completing partial recipes using item-based collaborative filtering to recommend ingredients PF Cueto, M Roet, A Słowik arXiv preprint arXiv:1907.12380, 2019 | 11 | 2019 |
Exploring Structural Inductive Biases in Emergent Communication A Słowik, A Gupta, WL Hamilton, M Jamnik, SB Holden, C Pal Proceedings of The 43rd Annual Meeting of the Cognitive Science Society …, 2020 | 9* | 2020 |
Inductive Bias and Language Expressivity in Emergent Communication S Guo, Y Ren, A Słowik, K Mathewson 4th NeurIPS Workshop on Emergent Communication: Talking to Strangers: Zero …, 2020 | 6 | 2020 |
Dilated DenseNets for relational reasoning A Antoniou, A Słowik, EJ Crowley, A Storkey Theoretical Foundations of Machine Learning (TFML 2019), 2019 | 6 | 2019 |
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers A Lamb, A Goyal, A Słowik, M Mozer, P Beaudoin, Y Bengio Proceedings of The 24th International Conference on Artificial Intelligence …, 2020 | 5 | 2020 |
Towards Graph Representation Learning in Emergent Communication A Słowik, A Gupta, WL Hamilton, M Jamnik, SB Holden AAAI-20 Workshop on Reinforcement Learning in Games, 2020 | 3 | 2020 |
Analyzing Structural Priors in Multi-Agent Communication A Gupta, A Słowik, WL Hamilton, M Jamnik, SB Holden, C Pal Workshop on Adaptive and Learning Agents at AAMAS 2020, 2020 | 2 | 2020 |
Explaining CLIP's performance disparities on data from blind/low vision users D Massiceti, C Longden, A Slowik, S Wills, M Grayson, C Morrison CVPR 2024, 2023 | 1 | 2023 |
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) A Słowik, L Bottou, SB Holden, M Jamnik Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13053 …, 2022 | 1 | 2022 |
Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract) A Słowik, C Mangla, M Jamnik, SB Holden, LC Paulson Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13919 …, 2020 | 1 | 2020 |
Out-of-distribution generalisation in machine learning A Słowik | | 2023 |
Bayesian Optimisation for Heuristic Configuration in Automated Theorem Proving A Słowik, C Mangla, M Jamnik, S Holden, L Paulson | | 2020 |