Angelos Filos
Angelos Filos
University of Oxford
Zweryfikowany adres z cs.ox.ac.uk - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Benchmarking bayesian deep learning with diabetic retinopathy diagnosis
A Filos, S Farquhar, AN Gomez, TGJ Rudner, Z Kenton, L Smith, ...
Bayesian Deep Learning Workshop, NeurIPS 2019., 2019
42*2019
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
A Filos, P Tigas, R McAllister, N Rhinehart, S Levine, Y Gal
International Conference on Machine Learning, 3145-3153., 2020
35*2020
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
International Conference on Machine Learning, 11214-11224, 2020
202020
Reinforcement Learning for Portfolio Management
A Filos
Imperial College London, 2019
172019
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
102019
Uncertainty Evaluation Metric for Brain Tumour Segmentation
R Mehta, A Filos, Y Gal, T Arbel
arXiv preprint arXiv:2005.14262, 2020
52020
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
22021
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
22019
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
arXiv preprint arXiv:2102.12560, 2021
2021
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