Affinity Event
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Tue 9:30
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A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System
lucas rabelo
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Workshop
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Transformer-based Time-Series Biomarker Discovery for COPD Diagnosis
Soham Gadgil · Joshua Galanter · Mohammadreza Negahdar
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Expo Talk Panel
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Tue 16:00
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Granite Time Series Foundation Models
Vijay Ekambaram
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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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Workshop
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Sun 14:35
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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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Adversarial Learnig in Irregular Time-Series Forecasting
Heejeong Nam · Jihyun Kim · Jimin Yeom
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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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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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Poster
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Fri 16:30
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The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
Qinghua Liu · John Paparrizos
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Affinity Event
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Scaling Foundation Models for Time Series Forecasting
· Gunjan Jalori · Sercan Arik
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Poster
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Wed 16:30
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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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