LIONS @ ICML 2025
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8 papers from the LIONS group have been accepted to the 2025 edition of ICML conference. Congratulations to all!
This year ICML conference will be held in Vancouver, Canada from 13 to 19 July.
Below is a list of ICML 2025 papers with at least one LIONS author:
- IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic by Stefano Viel, Luca Viano, Volkan Cevher
- Best of Both Worlds: Regret Minimization versus Minimax Play by Adrian Müller, Jon Schneider, Stratis Skoulakis, Luca Viano, Volkan Cevher
- Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games by Yi Feng, Kaito Fujii, Stratis Skoulakis, Xiao Wang, Volkan Cevher
- Layer-wise Quantization for Quantized Optimistic Dual Averaging by Anh Duc Nguyen, Ilia Markov, Zhengqing Wu, Ali Ramezani-Kebrya, Kimon Antonakopoulos, Dan Alistarh, Volkan Cevher
- Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning by Wanyun Xie, Francesco Tonin, Volkan Cevher
- Accelerating Spectral Clustering under Fairness Constraints by Francesco Tonin, Alex Lambert, Johan Suykens, Volkan Cevher
- Training Deep Learning Models with Norm-Constrained LMOs by Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher; (spotlight)
- Generalization of noisy SGD in unbounded non-convex settings by Leello Tadesse Dadi, Volkan Cevher