Kristian Georgiev

Publications by Year

Research Areas

Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Gaussian Processes and Bayesian Inference, Context-Aware Activity Recognition Systems, Privacy-Preserving Technologies in Data

Most-Cited Works

• → TRAK: Attributing Model Behavior at Scale(2023)10 cited
• → Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation(2022)5 cited
• → On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement\n Learning(2020)4 cited
• → Rethinking Backdoor Attacks(2023)3 cited
• → ContextCite: Attributing Model Generation to Context(2024)2 cited
• → Data Debiasing with Datamodels (D3M): Improving Subgroup Robustness via Data Selection(2024)1 cited
• → The Journey, Not the Destination: How Data Guides Diffusion Models(2023)1 cited