Workshop
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Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI
Yizheng Huang · Huaizheng Zhang · Yuanming Li · Chiew Tong Lau · Yang You
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Poster
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Tue 14:00
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Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong
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Workshop
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Striving for data-model efficiency: Identifying data externalities on group performance
Esther Rolf · Ben Packer · Alex Beutel · Fernando Diaz
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Poster
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Thu 14:00
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[Re] Replication study of 'Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling'
Vera Neplenbroek · Sabijn Perdijk · Victor Prins
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Workshop
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Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks
Steven Adriaensen · Herilalaina Rakotoarison · Samuel Müller · Frank Hutter
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Poster
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Wed 14:00
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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Ali Eshragh · Fred Roosta · Asef Nazari · Michael Mahoney
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Poster
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Tue 9:00
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Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren
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Poster
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Tue 9:00
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Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
Junyuan Hong · Lingjuan Lyu · Jiayu Zhou · Michael Spranger
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Poster
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Thu 9:00
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A Benchmark for Compositional Visual Reasoning
Aimen Zerroug · Mohit Vaishnav · Julien Colin · Sebastian Musslick · Thomas Serre
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Workshop
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Fri 13:00
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sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion
Anna Munoz-Farre · Harry Rose · Aylin Cakiroglu
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Workshop
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The Ineffectiveness of TKGE Models in Encoding Real-World Knowledge Graphs
Chuan Ming Ong · Jiahao Sun · Ovidiu Serban · Yike Guo
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Workshop
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Fri 12:30
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sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion
Anna Munoz-Farre · Harry Rose · Aylin Cakiroglu
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