Szilvia Ujváry

1. Position: Understanding LLMs Requires More Than Statistical Generalization
   2024/05/03 by Patrik Reizinger, Szilvia Ujváry, Reizinger, Patrik +9 · 2 voices · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
2. Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo
   2023/10/30 by Szilvia Ujváry, Gergely Flamich, Ujváry, Szilvia +5 · 1 citation
   Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Bayesian Methods and Mixture Models
3. Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts
   2024/09/09 by Anna Mészáros, Szilvia Ujváry, Mészáros, Anna +7 · 1 voice · 2 citations
   Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #cs.CL #cs.LG #stat.ML