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94 Results
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Workshop
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Rough Transformers for Continuous and Efficient Time-Series Modelling Fernando Moreno-Pino · Alvaro Arroyo · Harrison Waldon · Xiaowen Dong · Alvaro Cartea |
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Poster
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Wed 1:45 |
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery YUXIAO CHENG · Ziqian Wang · Tingxiong Xiao · Qin Zhong · Jinli Suo · Kunlun He |
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Workshop
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Representation Learning of Daily Movement Data Using Text Encoders Alexander Capstick · Tianyu Cui · Yu Chen · Payam Barnaghi |
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Poster
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Tue 7:30 |
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning Maxwell Xu · Alexander Moreno · Hui Wei · Benjamin M Marlin · James Rehg |
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Workshop
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Physics-Informed Koopman Network for time-series prediction of dynamical systems Yuying Liu · Aleksei Sholokhov · Hassan Mansour · Saleh Nabi |
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Workshop
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Dynamic Survival Analysis for Early Event Prediction Hugo Yèche · Manuel Burger · Dinara Veshchezerova · Gunnar Ratsch |
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Workshop
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Dynamic Survival Analysis for Early Event Prediction Hugo Yèche · Manuel Burger · Dinara Veshchezerova · Gunnar Ratsch |
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Workshop
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Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications Fabian Baldenweg · Manuel Burger · Gunnar Ratsch · Rita Kuznetsova |
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Workshop
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Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records Yingbo Ma · Suraj Kolla · Dhruv Kaliraman · Victoria Nolan · Zhenhong Hu · Ziyuan Guan · Yuanfang Ren · Brooke Armfield · Tezcan Ozrazgat-Baslanti · Tyler Loftus · Parisa Rashidi · Azra Bihorac · Benjamin Shickel |
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Workshop
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Predicting the surge: Forecasting Ontario's changing mental health needs Kristina L. Kupferschmidt · Cody Kupferschmidt · Gus Skorburg · Branka Agic · Tara Elton-Marshall · Hayley Hamilton · Gina Stoduto · Katherine Vink · Samantha Wells · Christine Wickens · Graham W Taylor |
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Poster
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Thu 7:30 |
Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction Liu Xiaoyi · Duxin Chen · Wenjia Wei · Xia Zhu · Wenwu Yu |
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Poster
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Tue 1:45 |
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck Marco Federici · Patrick Forré · Ryota Tomioka · Bas Veeling |