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163 Results
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Workshop
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Human-Centered Algorithmic Decision-Making in Higher Education Kelly McConvey · Anastasia Kuzminykh · Shion Guha |
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Poster
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Tue 9:00 |
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang · Yanchao Sun · Jiahao Su · Fengxiang He · Xinmei Tian · Furong Huang · Tianyi Zhou · Dacheng Tao |
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Workshop
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A General-Purpose Neural Architecture for Geospatial Systems Martin Weiss · Nasim Rahaman · Frederik Träuble · Francesco Locatello · Alexandre Lacoste · Yoshua Bengio · Erran Li Li · Chris Pal · Bernhard Schölkopf |
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Poster
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Thu 9:00 |
Neural Attentive Circuits Martin Weiss · Nasim Rahaman · Francesco Locatello · Chris Pal · Yoshua Bengio · Bernhard Schölkopf · Erran Li Li · Nicolas Ballas |
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Poster
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Wed 14:00 |
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan |
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Workshop
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Assessing multi-objective optimization of molecules with genetic algorithms against relevant baselines Nathanael Kusanda · Gary Tom · Riley Hickman · AkshatKumar Nigam · Kjell Jorner · Alan Aspuru-Guzik |
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Affinity Workshop
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Predicting the Level of Anemia among Ethiopian Pregnant Women using Homogeneous Ensemble Machine Learning Algorithm and Deploy on Cloud-based Framework. Belayneh Dejene · Tesfamariam Abuhay · Dawit Shibabaw |
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Poster
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Tue 9:00 |
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective Changyou Chen · Jianyi Zhang · Yi Xu · Liqun Chen · Jiali Duan · Yiran Chen · Son Tran · Belinda Zeng · Trishul Chilimbi |
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Poster
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Thu 9:00 |
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity Seo Taek Kong · Soomin Jeon · Dongbin Na · Jaewon Lee · Hong-Seok Lee · Kyu-Hwan Jung |
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Poster
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Thu 14:00 |
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs Chloé Rouyer · Dirk van der Hoeven · Nicolò Cesa-Bianchi · Yevgeny Seldin |
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Poster
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Tue 9:00 |
Myriad: a real-world testbed to bridge trajectory optimization and deep learning Nikolaus Howe · Simon Dufort-Labbé · Nitarshan Rajkumar · Pierre-Luc Bacon |
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Workshop
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Meta-Learning General-Purpose Learning Algorithms with Transformers Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein |