ML Anthology

Venkataramanan, Ramji

10 publications

JMLR 2025 Inferring Change Points in High-Dimensional Regression via Approximate Message Passing Gabriel Arpino, Xiaoqi Liu, Julia Gontarek, Ramji Venkataramanan
ICML 2024 Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing Gabriel Arpino, Xiaoqi Liu, Ramji Venkataramanan
COLT 2024 Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) Yihan Zhang, Hong Chang Ji, Ramji Venkataramanan, Marco Mondelli
AISTATS 2023 Mixed Linear Regression via Approximate Message Passing Nelvin Tan, Ramji Venkataramanan
JMLR 2023 Mixed Regression via Approximate Message Passing Nelvin Tan, Ramji Venkataramanan
COLT 2023 Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression Gabriel Arpino, Ramji Venkataramanan
FnTML 2022 A Unifying Tutorial on Approximate Message Passing Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
ICML 2022 Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing Ramji Venkataramanan, Kevin Kögler, Marco Mondelli
AISTATS 2021 Approximate Message Passing with Spectral Initialization for Generalized Linear Models Marco Mondelli, Ramji Venkataramanan
NeurIPS 2021 PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli, Ramji Venkataramanan