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8 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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Poster
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Fri 1:45 |
Data Debugging with Shapley Importance over Machine Learning Pipelines Bojan Karlaš · David Dao · Matteo Interlandi · Sebastian Schelter · Wentao Wu · Ce Zhang |
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Poster
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Thu 1:45 |
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data YongKyung Oh · Dongyoung Lim · Sungil Kim |
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Workshop
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Sat 2:40 |
Joint Embedding of Transcriptomes and Text Enables Interactive Single-Cell RNA-seq Data Exploration via Natural Language Moritz Schaefer · Peter Peneder · Daniel Malzl · Anna Hakobyan · Varun Sharma · Thomas Krausgruber · Jörg Menche · Eleni Tomazou · Christoph Bock |
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Poster
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Thu 7:30 |
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors Ido Amos · Jonathan Berant · Ankit Gupta |
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Workshop
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Medical Event Data Standard (MEDS): Facilitating Machine Learning for Health Bert Arnrich · Edward Choi · Jason Fries · Matthew McDermott · Jungwoo Oh · Tom Pollard · Nigam Shah · Ethan Steinberg · Michael Wornow · Robin van de Water |
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Poster
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Tue 7:30 |
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs Ilan Naiman · N. Benjamin Erichson · Pu Ren · Michael W Mahoney · Omri Azencot |