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)