by Michael W Mahoney Papers
7 papers found
A Statistical Framework for Ranking LLM-based Chatbots
Siavash Ameli, Siyuan Zhuang, Ion Stoica et al.
ICLR 2025poster
Gradient-Free Generation for Hard-Constrained Systems
Chaoran Cheng, Boran Han, Danielle Maddix et al.
ICLR 2025posterarXiv:2412.01786
17
citations
HOPE for a Robust Parameterization of Long-memory State Space Models
Annan Yu, Michael W Mahoney, N. Benjamin Erichson
ICLR 2025posterarXiv:2405.13975
Mitigating Memorization in Language Models
Mansi Sakarvadia, Aswathy Ajith, Arham Khan et al.
ICLR 2025posterarXiv:2410.02159
8
citations
Tuning Frequency Bias of State Space Models
Annan Yu, Dongwei Lyu, Soon Hoe Lim et al.
ICLR 2025poster
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Ilan Naiman, N. Benjamin Erichson, Pu Ren et al.
ICLR 2024poster
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
Annan Yu, Arnur Nigmetov, Dmitriy Morozov et al.
ICLR 2024spotlight