6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2025
A Set-Sequence Model for Time Series
Elliot L. Epstein, Apaar Sadhwani, Kay Giesecke
Many prediction problems across science and engineering, especially in finance and economics, involve large cross-sections of individual time series, where each unit (e.g., a loan,…
cs.LG2023★ 6 cited
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen +5
State space models (SSMs) have high performance on long sequence modeling but require sophisticated initialization techniques and specialized implementations for high quality and r…