Marek Cygan

About Marek Cygan

Marek Cygan, With an exceptional h-index of 34 and a recent h-index of 25 (since 2020), a distinguished researcher at Uniwersytet Warszawski, specializes in the field of Parameterized Complexity, Approximation Algorithms.

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

Polite teacher: Semi-supervised instance segmentation with mutual learning and pseudo-label thresholding

Scaling Laws for Fine-Grained Mixture of Experts

Automated handling systems and methods

Mixture of Tokens: Efficient LLMs through Cross-Example Aggregation

Grasping Student: semi-supervised learning for robotic manipulation

On All-Action Policy Gradients

One Simple Trick to Fix Your Bayesian Neural Network

Special Section on the Fifty-Second Annual ACM Symposium on the Theory of Computing (STOC 2020)

Marek Cygan Information

University

Position

___

Citations(all)

6601

Citations(since 2020)

3997

Cited By

4562

hIndex(all)

34

hIndex(since 2020)

25

i10Index(all)

77

i10Index(since 2020)

55

Email

University Profile Page

Google Scholar

Marek Cygan Skills & Research Interests

Parameterized Complexity

Approximation Algorithms

Top articles of Marek Cygan

Polite teacher: Semi-supervised instance segmentation with mutual learning and pseudo-label thresholding

IEEE Access

2024/3/5

Scaling Laws for Fine-Grained Mixture of Experts

arXiv preprint arXiv:2402.07871

2024/2/12

Automated handling systems and methods

2023/11/16

Mixture of Tokens: Efficient LLMs through Cross-Example Aggregation

arXiv preprint arXiv:2310.15961

2023/10/24

Sebastian Jaszczur
Sebastian Jaszczur

H-Index: 2

Marek Cygan
Marek Cygan

H-Index: 25

Grasping Student: semi-supervised learning for robotic manipulation

arXiv preprint arXiv:2303.04452

2023/3/8

Krzysztof Ciebiera
Krzysztof Ciebiera

H-Index: 4

Marek Cygan
Marek Cygan

H-Index: 25

On All-Action Policy Gradients

2022/12/9

Marek Cygan
Marek Cygan

H-Index: 25

One Simple Trick to Fix Your Bayesian Neural Network

arXiv preprint arXiv:2207.13167

2022/7/26

Marek Cygan
Marek Cygan

H-Index: 25

Special Section on the Fifty-Second Annual ACM Symposium on the Theory of Computing (STOC 2020)

SIAM Journal on Computing

2022

n-cps: Generalising cross pseudo supervision to n networks for semi-supervised semantic segmentation

arXiv preprint arXiv:2112.07528

2021/12/14

Dominik Filipiak
Dominik Filipiak

H-Index: 5

Marek Cygan
Marek Cygan

H-Index: 25

Minimum common string partition: Exact algorithms

2021

Marek Cygan
Marek Cygan

H-Index: 25

Ivan Mihajlin
Ivan Mihajlin

H-Index: 6

Tight Bounds on Subexponential Time Approximation of Set Cover and Related Problems

2021

Marek Cygan
Marek Cygan

H-Index: 25

From gap-exponential time hypothesis to fixed parameter tractable inapproximability

SIAM Journal on Computing

2020

Randomized contractions meet lean decompositions

ACM Transactions on Algorithms (TALG)

2020/12/31

Lower bounds for the parameterized complexity of minimum fill-in and other completion problems

ACM Transactions on Algorithms (TALG)

2020/3/11

See List of Professors in Marek Cygan University(Uniwersytet Warszawski)

Co-Authors

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