Jovana Mitrovic
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Bayesian Modeling and Causal Inference, Reinforcement Learning in Robotics, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Causal Reasoning from Meta-reinforcement Learning(2019)74 cited
- → Peptide Hydrogels and Nanostructures Controlling Biological Machinery(2023)43 cited
- → Representation Learning via Invariant Causal Mechanisms(2020)41 cited
- → Hierarchical Adversarially Learned Inference(2018)20 cited
- Causal Inference via Kernel Deviance Measures(2018)
- → Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?(2022)16 cited
- → Causally Correct Partial Models for Reinforcement Learning(2020)16 cited
- → Encoders and Ensembles for Task-Free Continual Learning(2021)10 cited
- DR-ABC: approximate Bayesian computation with kernel-based distribution regression(2016)