ICLM logo© 2024 EPFL

ICLM logo© 2024 EPFL

10 papers from the LIONS group have been accepted to the 2024 edition of ICML conference. Congratulations to all!
This year ICML conference and workshops will be held in Vienna, Austria from 21-27 July.

Below is a list of ICML 2024 papers with at least one LIONS author:

1. Imitation Learning in Discounted Linear MDPs without exploration assumptionsby Luca Viano, Stratis Skoulakis and Volkan Cevher

2. Revisiting character-level adversarial attacks for language models by Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos and Volkan Cevher

3. Going beyond compositional generalization, DDPM can produce zero-shot interpolation by Justin Deschenaux, Igor Krawczuk, Grigorios Chrysos and Volkan Cevher

4. High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization by Yihang Chen, Fanghui Liu, Taiji Suzuki and Volkan Cevher

5. REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates by Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran

6. Truly No-Regret Learning in Constrained MDPs by Adrian Müller, Pragnya Alatur, Volkan Cevher, Giorgia Ramponi, Niao He

7. Improving SAM Requires Rethinking its Optimization Formulation by Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher

8. Universal Gradient Methods for Stochastic Convex Optimization by Anton Rodomanov, Ali Kavis, Yongtao Wu, Kimon Antonakopoulos, Volkan Cevher

9. MADA: Meta-Adaptive Optimizers through hyper-gradient Descent by Kaan Ozkara, Can Karakus, Parameswaran Raman, Mingyi Hong, Shoham Sabach, Branislav Kveton, Volkan Cevher

10. Learning to Remove Cuts in Integer Linear Programming by Pol Puigdemont, Stratis Skoulakis, Grigorios Chrysos, Volkan Cevher