Leello Tadesse Dadi

Joined

May 2021

Names

Leello Tadesse Dadi (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, EPFL (epfl.ch)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Optimization

,

Statistics

,

Probability

2020 – Present

Publications

Improving Single Noise Level Denoising Samplers with Restricted Gaussian Oracles
Leello Tadesse Dadi, Andrej Janchevski, Volkan Cevher
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Generalization of noisy SGD in unbounded non-convex settings
Leello Tadesse Dadi, Volkan Cevher
- ICML 2025 poster
- Readers: Everyone
Generalization of noisy SGD under isoperimetry
Leello Tadesse Dadi, Volkan Cevher
- Submitted to ICLR 2025
- Readers: Everyone
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling
Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro
- ICLR 2025 Poster
- Readers: Everyone
Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games
Leello Tadesse Dadi, Ioannis Panageas, Stratis Skoulakis, Luca Viano, Volkan Cevher
- Agentic Markets @ ICML'24 Poster
- Readers: Everyone
Federated Learning under Label Shifts with Guarantees
Zhiyuan Wu, Leello Tadesse Dadi, Xiangcheng Cao, Volkan Cevher, Ali Ramezani-Kebrya
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Continual Finite-Sum Minimization
Ioannis Mavrothalassitis, Stratis Skoulakis, Leello Tadesse Dadi, Volkan Cevher
- ICLR 2024 poster
- Readers: Everyone
Finding Actual Descent Directions for Adversarial Training
Fabian Latorre, Igor Krawczuk, Leello Tadesse Dadi, Thomas Pethick, Volkan Cevher
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
Ali Kavis, EFSTRATIOS PANTELEIMON SKOULAKIS, Kimon Antonakopoulos, Leello Tadesse Dadi, Volkan Cevher
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos, Leello Tadesse Dadi, Volkan Cevher
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 14 publications

Co-Authors