5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.CL2025
Short-Context Dominance: How Much Local Context Natural Language Actually Needs?
Vala Vakilian, Zimeng Wang, Ankit Singh Rawat +1
We investigate the short-context dominance hypothesis: that for most sequences, a small local prefix suffices to predict their next tokens. Using large language models as statistic…
stat.ML2020
Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models
Marco Mondelli, Christos Thrampoulidis, Ramji Venkataramanan
We study the problem of recovering an unknown signal given measurements obtained from a generalized linear model with a Gaussian sensing matrix. Two popular solutio…
stat.ML2017★ 5 cited
Lifting high-dimensional nonlinear models with Gaussian regressors
Christos Thrampoulidis, Ankit Singh Rawat
We study the problem of recovering a structured signal from high-dimensional data for some nonlinear (and potentially un…