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Workshop
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Algorithm Selection for Deep Active Learning with Imbalanced Datasets
Jifan Zhang · Shuai Shao · Saurabh Verma · Robert Nowak
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Workshop
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Deceptive Alignment Monitoring
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Workshop
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Deep Neuro-Symbolic Weight Learning in Neural Probabilistic Soft Logic
Connor Pryor · Charles Dickens · Lise Getoor
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Poster
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Tue 17:00
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Learn to Accumulate Evidence from All Training Samples: Theory and Practice
Deep Pandey · Qi Yu
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Affinity Workshop
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Mon 19:15
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Is ReLU Adversarially Robust?
Korn Sooksatra · Greg Hamerly · Pablo Rivas
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Poster
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Thu 16:30
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Towards Sustainable Learning: Coresets for Data-efficient Deep Learning
Yu Yang · Hao Kang · Baharan Mirzasoleiman
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Workshop
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Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness
Bhavya Vasudeva · Kameron Shahabi · Vatsal Sharan
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Workshop
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Fri 17:30
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Repurposing Density Functional Theory to Suit Deep Learning
Alexander Mathiasen
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Workshop
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Towards Modular Learning of Deep Causal Generative Models
Md Musfiqur Rahman · Murat Kocaoglu
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Workshop
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Task-Linear Deep Representation of Physical Systems
Matthieu Blanke · Marc Lelarge
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Poster
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Thu 16:30
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Streaming Active Learning with Deep Neural Networks
Akanksha Saran · Safoora Yousefi · Akshay Krishnamurthy · John Langford · Jordan Ash
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Workshop
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ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data
Xiangjian Jiang · Andrei Margeloiu · Nikola Simidjievski · Mateja Jamnik
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