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