DOI,IST REx ID,Research Group,Title of publication
10.1016/j.xgen.2026.101162,21488,"MaMo,MaRo",Joint modeling of whole-genome sequencing data for human height via approximate message passing
null,20033,MaMo,High-dimensional analysis of knowledge distillation: Weak-to-Strong generalization and scaling laws
null,20035,MaMo,Wide neural networks trained with weight decay provably exhibit neural collapse
10.4171/MSL/52,20734,MaMo,Spectral estimators for structured generalized linear models via approximate message passing
10.1016/j.acha.2025.101749,19065,MaMo,Efficient identification of wide shallow neural networks with biases
null,21324,MaMo,"Spurious correlations in high dimensional regression: The roles of regularization, simplicity bias and over-parameterization"
null,21325,MaMo,Test-time training provably improves transformers as in-context learners
null,21326,MaMo,"Neural collapse beyond the unconstrained features model: Landscape, dynamics, and generalization in the mean-field regime"
null,21328,MaMo,Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery
10.1103/PhysRevResearch.7.013081,18986,MaMo,Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
10.1073/pnas.2423072122,19627,MaMo,Privacy for free in the overparameterized regime
null,18890,"GradSch,MaMo",Average gradient outer product as a mechanism for deep neural collapse
null,18891,"GradSch,MaMo,ChLa",Neural collapse versus low-rank bias: Is deep neural collapse really optimal?
null,18897,"JaMa,MaMo",Improved convergence of score-based diffusion models via prediction-correction
null,18972,MaMo,How spurious features are memorized: Precise analysis for random and NTK features
null,18973,MaMo,Towards understanding the word sensitivity of attention layers: A study via random features
10.1109/TIT.2024.3367767,15172,MaMo,Concentration without independence via information measures
10.1109/ICASSP48485.2024.10447198,17147,"MaMo,MaRo",Inference of genetic effects via approximate message passing
10.48550/arXiv.2305.14164,17350,"JaMa,MaMo",Improved convergence of score-based diffusion models via prediction-correction
null,17469,"DaAl,MaMo",Compression of structured data with autoencoders: Provable benefit of nonlinearities and depth