ICML 2025 Workshop HiLD Submissions

Emergence of Hebbian Dynamics in Regularized Non-Local Learners
David Aaron Koplow, Tomaso Poggio, Liu Ziyin
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Towards understanding of orthogonalization in Muon
Valentyn Boreiko, Zhiqi Bu, Sheng Zha
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Exploring L2-Phase Transitions on Error Landscapes
Ibrahim Talha Ersoy, Karoline Wiesner
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Attention with Trained Embeddings Provably Selects Important Tokens
Diyuan Wu, Aleksandr Shevchenko, Samet Oymak, Marco Mondelli
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Low Rank Gradients and Where To Find Them
Rishi Sonthalia, Michael Murray, Guido Montufar
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Understanding Mamba in In-Context Learning with Outliers: A Theoretical Generalization Analysis
Hongkang Li, Songtao Lu, Xiaodong Cui, Pin-Yu Chen, Meng Wang
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Training Dynamics of In-Context Learning in Linear Attention
Yedi Zhang, Aaditya K Singh, Peter E. Latham, Andrew M Saxe
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
The Shape of Generalization through the Lens of Norm-based Capacity Control
Yichen Wang, Yudong Chen, Lorenzo Rosasco, Fanghui Liu
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone
Selective Prediction via Training Dynamics
Stephan Rabanser, Anvith Thudi, Kimia Hamidieh, Adam Dziedzic, Israfil Bahceci, Akram Bin Sediq, Hamza Sokun, Nicolas Papernot
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- HiLD at ICML 2025 Poster
- Readers: Everyone