Angelos Filos

发表

Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?

Sergey Levine, Nicholas Rhinehart, Rowan McAllister, 2020, ICML.

Uncertainty Evaluation Metric for Brain Tumour Segmentation pdf

Raghav Mehta, Tal Arbel, Yarin Gal, 2020, ArXiv.

Invariant Causal Prediction for Block MDPs pdf

Joelle Pineau, Doina Precup, Yarin Gal, 2020, ICML.

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks pdf

Yarin Gal, Lewis Smith, Milad Alizadeh, 2019, ArXiv.

Generalizing from a few environments in safety-critical reinforcement learning pdf

Yarin Gal, Angelos Filos, Owain Evans, 2019, ArXiv.

Reinforcement Learning for Portfolio Management pdf

Angelos Filos, Angelos Filos, 2019, ArXiv.

Towards Inverse Reinforcement Learning for Limit Order Book Dynamics pdf

Yarin Gal, Angelos Filos, Ricardo Silva, 2019, ICML 2019.

On the Importance of Opponent Modeling in Auction Markets

Manuela Veloso, Danilo Mandic, Samuel A. Assefa, 2019, 1911.12816.

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning pdf

D. Sculley, Jasper Snoek, Jeremy Nixon, 2021, ArXiv.

Model-Value Inconsistency as a Signal for Epistemic Uncertainty pdf

Tom Schaul, Simon Osindero, Gregory Farquhar, 2021, ArXiv.

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results pdf

Christos Davatzikos, Gowtham Krishnan Murugesan, Chandan Ganesh, 2021, ArXiv.

Self-Consistent Models and Values pdf

Zita Marinho, David Silver, Matteo Hessel, 2021, NeurIPS.

PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning

Sergey Levine, Natasha Jaques, Gregory Farquhar, 2021, ICML.