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366 Results
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Poster
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Thu 4:30 |
Learning from Integral Losses in Physics Informed Neural Networks Ehsan Saleh · Saba Ghaffari · Timothy Bretl · Luke Olson · Matthew West |
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Workshop
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Fairness through partial awareness: Evaluation of the addition of demographic information for bias mitigation methods Chung Peng Lee · Rachel Hong · Jamie Morgenstern |
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Poster
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Tue 2:30 |
Learning to Explore in POMDPs with Informational Rewards Annie Xie · Logan M. Bhamidipaty · Evan Liu · Joey Hong · Sergey Levine · Chelsea Finn |
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Poster
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Tue 4:30 |
Stealthy Imitation: Reward-guided Environment-free Policy Stealing Zhixiong Zhuang · Maria-Irina Nicolae · Mario Fritz |
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Workshop
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Physics-Informed Neural Networks for Derivative-Constrained PDEs Kentaro Hoshisashi · Carolyn Phelan · Paolo Barucca |
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Workshop
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Improving the Efficiency of Self-Supervised Adversarial Training through Latent Clustering-based Selection Somrita Ghosh · Yuelin Xu · Xiao Zhang |
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Poster
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Thu 4:30 |
QBMK: Quantum-based Matching Kernels for Un-attributed Graphs Lu Bai · Lixin Cui · Ming Li · Yue Wang · Edwin Hancock |
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Workshop
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STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning Nathan Beck · Adithya Iyer · Rishabh Iyer |
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Poster
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Thu 4:30 |
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification Yiming Meng · Ruikun Zhou · Amartya Mukherjee · Maxwell Fitzsimmons · Christopher Song · Jun Liu |
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Poster
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Thu 2:30 |
Localizing Task Information for Improved Model Merging and Compression Ke Wang · Nikolaos Dimitriadis · Guillermo Ortiz-Jimenez · François Fleuret · Pascal Frossard |
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Poster
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Tue 4:30 |
Efficient Error Certification for Physics-Informed Neural Networks Francisco Eiras · Adel Bibi · Rudy Bunel · Krishnamurthy Dvijotham · Phil Torr · M. Pawan Kumar |
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Poster
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Tue 2:30 |
Matrix Information Theory for Self-Supervised Learning Yifan Zhang · Zhiquan Tan · Jingqin Yang · Weiran Huang · Yang Yuan |