Lesia Semenova

According to our database1, Lesia Semenova authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
0
1
2
3
4
1
2
2
1
2
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Amazing Things Come From Having Many Good Models.
CoRR, 2024

Using Noise to Infer Aspects of Simplicity Without Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Position: Amazing Things Come From Having Many Good Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges.
CoRR, 2023

Fast and Interpretable Mortality Risk Scores for Critical Care Patients.
CoRR, 2023

A Path to Simpler Models Starts With Noise.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
On the Existence of Simpler Machine Learning Models.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
Multitask Learning for Citation Purpose Classification.
CoRR, 2021

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges.
CoRR, 2021

2019
A study in Rashomon curves and volumes: A new perspective on generalization and model simplicity in machine learning.
CoRR, 2019


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