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Workshop
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Koopman Operator Based Dynamical Similarity Analysis for Data-driven Quantification of Distance between Dynamics
Shunsuke Kamiya · Jun Kitazono · Masafumi Oizumi
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Workshop
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Sat 0:15
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Advancing Enterprise Spatio-Temporal Forecasting Applications : Data Mining Meets Instruction Tuning of Language Models for Multi-Modal Time Series Analysis in Low-Resource Settings
Sagar Srinivas Sakhinana
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Workshop
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On the Shape of Brainscores for Large Language Models (LLMs)
Jingkai Li
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Workshop
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Sat 2:40
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scvi-hub: A flexible framework for reference enabled single-cell data analysis
Can Ergen
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Workshop
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ADVANCING ENTERPRISE SPATIO-TEMPORAL FORECASTING APPLICATIONS : DATA MINING MEETS INSTRUCTION TUNING OF LANGUAGE MODELS FOR MULTI-MODAL TIME SERIES ANALYSIS IN LOW-RESOURCE SETTINGS
Sagar Srinivas Sakhinana · Sannidhi Geethan · Chidaksh Ravuru · Venkataramana Runkana
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Workshop
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Toward Data-driven Skill Identification for General-purpose Vision-language Models
Anthony Tiong · Junqi Zhao · Junnan Li · Steven Hoi · Caiming Xiong · Boyang Albert Li
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Oral
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Wed 6:45
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Topological data analysis on noisy quantum computers
Ismail Akhalwaya · Shashanka Ubaru · Kenneth Clarkson · Mark Squillante · Vishnu Jejjala · Yang-Hui He · Kugendran Naidoo · Vasileios Kalantzis · Lior Horesh
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Poster
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Wed 7:30
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Topological data analysis on noisy quantum computers
Ismail Akhalwaya · Shashanka Ubaru · Kenneth Clarkson · Mark Squillante · Vishnu Jejjala · Yang-Hui He · Kugendran Naidoo · Vasileios Kalantzis · Lior Horesh
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Workshop
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A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients
Juliette Murris · Tristan Amadei · Tristan Kirscher · Antoine Klein · Anne-Isabelle Tropeano · Sandrine Katsahian
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Poster
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Wed 1:45
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A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data
Saptarshi Chakraborty · Peter Bartlett
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Poster
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Tue 7:30
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Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
Nabeel Seedat · Fergus Imrie · Mihaela van der Schaar
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Workshop
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Sat 2:40
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Contrastive Poincaré Maps for single-cell data analysis
Nithya Bhasker · Hattie Chung · Louis Boucherie · Vladislav Kim · Stefanie Speidel · Melanie Weber
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