Marco Mondelli
~Marco_Mondelli1
11
论文总数
5.5
年均投稿
平均评分
接收情况10/11
会议分布
NeurIPS
5
ICML
3
ICLR
3
发表论文 (11 篇)
20257 篇
4
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
ICML 2025Poster
4
Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime
ICML 2025Spotlight
4
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
NeurIPS 2025Poster
5
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse
ICLR 2025Oral
4
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
ICLR 2025Spotlight
4
Attention with Trained Embeddings Provably Selects Important Tokens
NeurIPS 2025Poster
4
Test-Time Training Provably Improves Transformers as In-context Learners
ICML 2025Poster
20244 篇
3
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
NeurIPS 2024Poster
3
Privacy at Interpolation: Precise Analysis for Random and NTK Features
ICLR 2024Rejected
4
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
NeurIPS 2024Poster
4
Average gradient outer product as a mechanism for deep neural collapse
NeurIPS 2024Poster