Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problemsby Pierre-Cyril Aubin-Frankowski, Yohann De Castro, Axel…
Minimal Communication-Cost Statistical Learningby Milad Sefidgaran, Abdellatif Zaidi, Piotr KrasnowskiFirst submitted to arxiv on: 12…
Identifiability of a statistical model with two latent vectors: Importance of the dimensionality relation and…
The Platonic Representation Hypothesisby Minyoung Huh, Brian Cheung, Tongzhou Wang, Phillip IsolaFirst submitted to arxiv…
What Are the Odds? Improving the foundations of Statistical Model Checkingby Tobias Meggendorfer, Maximilian Weininger,…
How Bad is Training on Synthetic Data? A Statistical Analysis of Language Model Collapseby Mohamed…
Bayesian Nonparametrics: An Alternative to Deep Learningby Bahman MoraffahFirst submitted to arxiv on: 29 Mar…
Upper Bound of Bayesian Generalization Error in Partial Concept Bottleneck Model (CBM): Partial CBM outperforms…
Scalable Spatiotemporal Prediction with Bayesian Neural Fieldsby Feras Saad, Jacob Burnim, Colin Carroll, Brian Patton,…
Fundamental limits of Non-Linear Low-Rank Matrix Estimationby Pierre Mergny, Justin Ko, Florent Krzakala, Lenka ZdeborováFirst…