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Poster
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Wed 8:45
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Conformal Prediction for Time Series with Modern Hopfield Networks
Andreas Auer · Martin Gauch · Daniel Klotz · Sepp Hochreiter
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Poster
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Wed 15:00
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Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings
Giovanni De Felice · John Goulermas · Vladimir Gusev
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Workshop
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DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference
Khalid OUBLAL · Said Ladjal · David Benhaiem · Emmanuel LE BORGNE · François Roueff
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Workshop
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Simple Contrastive Representation Learning for Time Series Forecasting
Xiaochen Zheng · Xingyu Chen · Manuel Schürch · Maolaaisha Aminanmu · Ahmed Allam · Michael Krauthammer
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Poster
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Thu 15:00
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Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics
Gaetano Romano · Idris A. Eckley · Paul Fearnhead · Guillem Rigaill
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Workshop
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DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference
Khalid OUBLAL · Said Ladjal · David Benhaiem · Emmanuel LE BORGNE · François Roueff
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Workshop
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Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting
JuHyeon Kim · HyunGeun Lee · Seungwon Yu · Ung Hwang · Wooyul Jung · Miseon Park · Kijung Yoon
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Expo Demonstration
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Sun 10:30
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Industrial demonstration of popular backbones for Time Series Foundation Models
Nam Nguyen
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Poster
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Thu 8:45
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Homotopy-based training of NeuralODEs for accurate dynamics discovery
Joon-Hyuk Ko · Hankyul Koh · Nojun Park · Wonho Jhe
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Workshop
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Fri 13:25
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Spotlight: Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories
Cécile Trottet · Manuel Schürch · Maolaaisha Aminanmu · Ahmed Allam · Michael Krauthammer
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Poster
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Tue 8:45
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Automatic Integration for Spatiotemporal Neural Point Processes
Zihao Zhou · Rose Yu
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Workshop
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Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series
Daniel Muthukrishna
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