Cover Image

This Time is Different: An Observability Perspective on Time Series Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cohen, Ben, Khwaja, Emaad, Doubli, Youssef, Lemaachi, Salahidine, Lettieri, Chris, Masson, Charles, Miccinilli, Hugo, Ramé, Elise, Ren, Qiqi, Rostamizadeh, Afshin, Terrail, Jean Ogier du, Toon, Anna-Monica, Wang, Kan, Xie, Stephan, Xu, Zongzhe, Zhukova, Viktoriya, Asker, David, Talwalkar, Ameet, Abou-Amal, Othmane
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Toto: Time Series Optimized Transformer for Observability
by: Cohen, Ben, et al.
Published: (2024)

Toto 2.0: Time Series Forecasting Enters the Scaling Era
by: Khwaja, Emaad, et al.
Published: (2026)

ARFBench: Benchmarking Time Series Question Answering Ability for Software Incident Response
by: Xie, Stephan, et al.
Published: (2026)

Specialized Foundation Models Struggle to Beat Supervised Baselines
by: Xu, Zongzhe, et al.
Published: (2024)

Algorithms for Learning Kernels Based on Centered Alignment
by: Cortes, Corinna, et al.
Published: (2012)

UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation
by: Shen, Junhong, et al.
Published: (2024)

The Impact of Element Ordering on LM Agent Performance
by: Chi, Wayne, et al.
Published: (2024)

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows
by: Chen, Valerie, et al.
Published: (2025)

Why Do Decision Makers (Not) Use AI? A Cross-Domain Analysis of Factors Impacting AI Adoption
by: Yu, Rebecca, et al.
Published: (2025)

Agreement-Based Cascading for Efficient Inference
by: Kolawole, Steven, et al.
Published: (2024)

Layered Diffusion Model for One-Shot High Resolution Text-to-Image Synthesis
by: Khwaja, Emaad, et al.
Published: (2024)

Provably tuning the ElasticNet across instances
by: Balcan, Maria-Florina, et al.
Published: (2022)

Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
by: Khodak, Mikhail, et al.
Published: (2023)

Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms
by: Johnson, Nari, et al.
Published: (2023)

Beyond the Commit: Developer Perspectives on Productivity with AI Coding Assistants
by: Chen, Valerie, et al.
Published: (2026)

CoMind: Towards Community-Driven Agents for Machine Learning Engineering
by: Li, Sijie, et al.
Published: (2025)

FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
by: Feng, Shengyu, et al.
Published: (2025)

SoftSRV: Learn to Generate Targeted Synthetic Data
by: DeSalvo, Giulia, et al.
Published: (2024)

Analyzing Similarity Metrics for Data Selection for Language Model Pretraining
by: Sam, Dylan, et al.
Published: (2025)

La resurrección de Rocambole : continuación de hazañas de Rocambole / Pierre Alexis Ponson Du Terrail
by: Ponson Du Terrail, Pierre Alexis

Do LLMs exhibit human-like response biases? A case study in survey design
by: Tjuatja, Lindia, et al.
Published: (2023)

It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks
by: Qiao, Zhongzheng, et al.
Published: (2026)

Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees
by: Mazhar, Othmane, et al.
Published: (2026)

Soft Theorems for Boostless Amplitudes
by: Du, Zongzhe, et al.
Published: (2024)

Carbohydrate during exercise: research of last 10 years turnedinto new recommendations
by: Asker Jeukendrup
Published: (2013)

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
by: Shen, Junhong, et al.
Published: (2025)

Spend Less, Fit Better: Budget-Efficient Scaling Law Fitting via Active Experiment Selection
by: Li, Sijie, et al.
Published: (2026)

Need Help? Designing Proactive AI Assistants for Programming
by: Chen, Valerie, et al.
Published: (2024)

CodingGenie: A Proactive LLM-Powered Programming Assistant
by: Zhao, Sebastian, et al.
Published: (2025)

When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
by: Pan, Jane, et al.
Published: (2025)

Multitask Learning Can Improve Worst-Group Outcomes
by: Kulkarni, Atharva, et al.
Published: (2023)

Modeling Occurrences of Type 1a Supernovae and other End States of Common Envelope Evolution from a Third Star on a White Dwarf Inner Binary
by: Khwaja, Amaan
Published: (2024)

This Language Is Mine: US College Students Navigating Contradictions of “Mother Tongue” and Heritage Language
by: Arnaaz Khwaja
Published: (2025)

Time variations of the mean magnetic flux in active regions of different magneto-morphological classes
by: Zhukova, Anastasiya, et al.
Published: (2026)

High-Order, Implicit Time Integration of Discrete, Chaotic Dynamical Systems
by: Morozova, Viktoriya, et al.
Published: (2023)

On Time Delay Interpolation for Improved Acoustic Reflector Localization
by: Rosseel, Hannes, et al.
Published: (2025)

La civilización en debate : Historia contempor nea : de las revoluciones burguesas al neoliberalismo / Alberto Lettieri ; con la colaboración de Marita Gonz lez
by: Lettieri, Alberto
Published: (2004)

La prensa republicana en Buenos Aires: de Caseros a Pavon (1852-1861)
by: Alberto Lettieri
Published: (2005)

Uruguay, "País de refugio y reasentamiento"
by: Martín Lettieri
Published: (2008)

Understanding Optimization in Deep Learning with Central Flows
by: Cohen, Jeremy M., et al.
Published: (2024)