Angelos Filos
Angelos Filos
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A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks
A Filos, S Farquhar, AN Gomez, TGJ Rudner, Z Kenton, L Smith, ...
Bayesian Deep Learning Workshop, NeurIPS 2019., 2019
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
A Filos, P Tigas, R McAllister, N Rhinehart, S Levine, Y Gal
Proceedings of the 37th International Conference on Machine Learning, 3145-3153, 2020
Invariant Causal Prediction for Block MDPs
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
Proceedings of the 37th International Conference on Machine Learning, 11214 …, 2020
Reinforcement Learning for Portfolio Management
A Filos
Imperial College London, 2019
Uncertainty Evaluation Metric for Brain Tumour Segmentation
R Mehta, A Filos, Y Gal, T Arbel
arXiv preprint arXiv:2005.14262, 2020
Generalizing from a few environments in safety-critical reinforcement learning
Z Kenton, A Filos, O Evans, Y Gal
Safe Machine Learning Workshop, ICLR 2019., 2019
Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning
Z Nado, N Band, M Collier, J Djolonga, MW Dusenberry, S Farquhar, ...
arXiv preprint arXiv:2106.04015, 2021
On the Importance of Opponent Modeling in Auction Markets
M Mahfouz, A Filos, C Chtourou, J Lockhart, S Assefa, M Veloso, ...
Robust AI in Financial Services Workshop, NeurIPS 2019., 2019
Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks
N Band, TGJ Rudner, Q Feng, A Filos, Z Nado, MW Dusenberry, G Jerfel, ...
35th Conference on Neural Information Processing Systems Datasets and …, 2021
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
A Filos, C Lyle, Y Gal, S Levine, N Jaques, G Farquhar
Proceedings of the 38th International Conference on Machine Learning, 3305-3317, 2021
Self-Consistent Models and Values
G Farquhar, K Baumli, Z Marinho, A Filos, M Hessel, HP van Hasselt, ...
Advances in Neural Information Processing Systems 34, 2021
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