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Poster
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Wed 9:00
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Understanding Programmatic Weak Supervision via Source-aware Influence Function
Jieyu Zhang · Haonan Wang · Cheng-Yu Hsieh · Alexander Ratner
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Poster
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Wed 9:00
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Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu
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Poster
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Tue 9:00
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A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
Chanwoo Park · Sangdoo Yun · Sanghyuk Chun
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Poster
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Tue 14:00
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CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification
Stephanie Schoch · Haifeng Xu · Yangfeng Ji
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Affinity Workshop
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Data Analysis and Machine Learning for Speech Music Playlist Generation
Maikey Khorani
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Workshop
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Modeling Hierarchical Topological Structure in Scientific Images with Graph Neural Networks
Samuel Leventhal · Attila Gyulassy · Valerio Pascucci · Mark Heimann
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Workshop
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Modeling Temporal Data as Continuous Functions with Process Diffusion
Marin Biloš · Kashif Rasul · Anderson Schneider · Yuriy Nevmyvaka · Stephan Günnemann
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Workshop
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AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis
Zifan Liu · Evan Rosen · Paul Suganthan
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Poster
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Thu 9:00
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NOMAD: Nonlinear Manifold Decoders for Operator Learning
Jacob Seidman · Georgios Kissas · Paris Perdikaris · George J. Pappas
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Poster
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Tue 9:00
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Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
Tim Pearce · Jong-Hyeon Jeong · yichen jia · Jun Zhu
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Workshop
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Unit Selection: Learning Benefit Function from Finite Population Data
Ang Li · Song Jiang · Yizhou Sun · Judea Pearl
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Workshop
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Topological Ensemble Detection with Differentiable Yoking
David Klindt · Sigurd Gaukstad · Erik Hermansen · Melvin Vaupel · Benjamin Dunn
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