Leello Tadesse Dadi

Orcid: 0000-0003-2580-4913

Affiliations:
  • EPFL, Lausanne, Switzerland


According to our database1, Leello Tadesse Dadi authored at least 11 papers between 2020 and 2025.

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Bibliography

2025
Generalization of noisy SGD in unbounded non-convex settings.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks.
J. Mach. Learn. Res., 2024

Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants.
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CoRR, 2024

Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games.
CoRR, 2024

Efficient Continual Finite-Sum Minimization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Finding Actual Descent Directions for Adversarial Training.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

The Spectral Bias of Polynomial Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Generating Sparse Stochastic Processes Using Matched Splines.
IEEE Trans. Signal Process., 2020


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