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178 Results
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Workshop
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Sun 14:35 |
Towards Time-Series Reasoning with LLMs Winnie Chow · Lauren Gardiner · Haraldur Hallgrimsson · Maxwell Xu · Shirley Ren |
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Workshop
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In-context Quantile Regression for Multi-product Inventory Management using Time-series Transformers Magnus Josef Maichle · Sohom Mukherjee · Kai Michael Günder · Ivane Antonov · Nikolai Stein · Richard Pibernik |
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Workshop
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On Incorporating Prior Knowledge Extracted from Pre-trained Language Models into Causal Discovery Chanhui Lee · Juhyeon Kim · YongJun Jeong · Yoonseok Yeom · Juhyun Lyu · Jung-Hee Kim · Sangmin Lee · Sangjun Han · Hyeokjun Choe · Soyeon Park · Woohyung Lim · Kyunghoon Bae · Sungbin Lim · Sanghack Lee |
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Poster
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Fri 16:30 |
The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark Qinghua Liu · John Paparrizos |
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Workshop
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Weakly-supervised Multi-sensor Anomaly Detection with Time-series Foundation Models Zelin He · Matthew Reimherr · Sarah Alnegheimish · Akash Chandrayan |
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Poster
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Wed 16:30 |
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer Jiawen Zhang · Shun Zheng · Xumeng Wen · Xiaofang Zhou · Jiang Bian · Jia Li |
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Affinity Event
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A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System lucas rabelo · Teresa Ludermir |
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Workshop
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When Larger Isn’t Better: Lightweight CNNs Outperform Large Time-Series Models in Classification of Oil and Gas Drilling Data abdallah benzine · J.S. Buiting · Soumyadipta Sengupta · Badal Gupta · Youssef Tamaazousti |
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Workshop
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Towards Large-scale Clinical Multi-variate Time-series Datasets Manuel Burger · Fedor Sergeev · Malte Londschien · Daphné Chopard · Hugo Yèche · Eike Gerdes · Polina Leshetkina · Alexander Morgenroth · Zeynep Babür · Jasmina Bogojeska · Martin Faltys · Rita Kuznetsova · Gunnar Rätsch |
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Poster
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Thu 16:30 |
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark Fredrik Johansson |
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Workshop
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Align and Fine-Tune: Enhancing LLMs for Time-Series Forecasting Ching Chang · Wei-Yao Wang · Wen-Chih Peng · Tien-Fu Chen · Sagar Samtani |
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Poster
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Thu 16:30 |
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification Yunshi Wen · Tengfei Ma · Lily Weng · Lam Nguyen · Anak Agung Julius |