3 papers
cs.LG2024
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling
Can Chen, Gabriel Oliveira, Hossein Sharifi Noghabi +1
Time series~(TS) modeling is essential in dynamic systems like weather prediction and anomaly detection. Recent studies utilize Large Language Models (LLMs) for TS modeling, levera…
cs.AI2024
Rejecting Hallucinated State Targets during Planning
Mingde Zhao, Tristan Sylvain, Romain Laroche +2
In planning processes of computational decision-making agents, generative or predictive models are often used as "generators" to propose "targets" representing sets of expected or…
cs.LG2024
OPSurv: Orthogonal Polynomials Quadrature Algorithm for Survival Analysis
Lilian W. Bialokozowicz, Hoang M. Le, Tristan Sylvain +3
This paper introduces the Orthogonal Polynomials Quadrature Algorithm for Survival Analysis (OPSurv), a new method providing time-continuous functional outputs for both single and…