Finale Doshi-Velez

6 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2886-3898

Publications

• Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• A Particle-Based Variational Approach to Bayesian Non-negative Matrix Factorization — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Model Selection in Bayesian Neural Networks via Horseshoe Priors — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• A Bayesian Framework for Learning Rule Sets for Interpretable Classification — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)