Kristian Georgiev

About Kristian Georgiev

Kristian Georgiev, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Theoretical Computer Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

The journey, not the destination: How data guides diffusion models

Better than Balancing: Debiasing through Data Attribution

Rethinking backdoor attacks

Trak: Attributing model behavior at scale

Data Attribution: From Classifiers to Generative Models

Privacy induces robustness: Information-computation gaps and sparse mean estimation

On the convergence theory of debiased model-agnostic meta-reinforcement learning

Implicit bias of linear equivariant networks

Kristian Georgiev Information

University

Position

___

Citations(all)

101

Citations(since 2020)

101

Cited By

7

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Kristian Georgiev Skills & Research Interests

Machine Learning

Theoretical Computer Science

Top articles of Kristian Georgiev

The journey, not the destination: How data guides diffusion models

arXiv preprint arXiv:2312.06205

2023/12/11

Better than Balancing: Debiasing through Data Attribution

2023/12/7

Saachi Jain
Saachi Jain

H-Index: 3

Kristian Georgiev
Kristian Georgiev

H-Index: 1

Trak: Attributing model behavior at scale

arXiv preprint arXiv:2303.14186

2023/3/24

Kristian Georgiev
Kristian Georgiev

H-Index: 1

Andrew Ilyas
Andrew Ilyas

H-Index: 15

Data Attribution: From Classifiers to Generative Models

2023

Kristian Georgiev
Kristian Georgiev

H-Index: 1

Privacy induces robustness: Information-computation gaps and sparse mean estimation

Advances in neural information processing systems

2022/12/6

Kristian Georgiev
Kristian Georgiev

H-Index: 1

On the convergence theory of debiased model-agnostic meta-reinforcement learning

Advances in Neural Information Processing Systems

2021/12/6

Implicit bias of linear equivariant networks

arXiv preprint arXiv:2110.06084

2021/10/12

Hannah Lawrence
Hannah Lawrence

H-Index: 5

Kristian Georgiev
Kristian Georgiev

H-Index: 1

See List of Professors in Kristian Georgiev University(Massachusetts Institute of Technology)

Co-Authors

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