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119 Results
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Poster
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Thu 16:30 |
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning Kwangho Kim · Jose Zubizarreta |
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Workshop
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RODEO: Robust Out-of-distribution Detection via Exposing Adaptive Outliers Hossein Mirzaei · Mohammad Jafari · Hamid Reza Dehbashi · Ali Ansari · Sepehr Ghobadi · Masoud Hadi · Arshia Soltani Moakhar · Mohammad Azizmalayeri · Mahdieh Soleymani Baghshah · Mohammad H Rohban |
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Workshop
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The Future of Cyber Systems: Human-AI Reinforcement Learning with Adversarial Robustness |
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Poster
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Tue 14:00 |
Training-Free Neural Active Learning with Initialization-Robustness Guarantees Apivich Hemachandra · Zhongxiang Dai · Jasraj Singh · See-Kiong Ng · Bryan Kian Hsiang Low |
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Workshop
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Towards Out-of-Distribution Adversarial Robustness Adam Ibrahim · Charles Guille-Escuret · Ioannis Mitliagkas · Irina Rish · David Krueger · Pouya Bashivan |
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Workshop
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FACADE: A Framework for Adversarial Circuit Anomaly Detection and Evaluation Dhruv Pai · Andres Carranza · Rylan Schaeffer · Arnuv Tandon · Sanmi Koyejo |
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Poster
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Thu 16:30 |
Learning Functional Distributions with Private Labels Changlong Wu · Yifan Wang · Ananth Grama · Wojciech Szpankowski |
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Workshop
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Provably Robust Cost-Sensitive Learning via Randomized Smoothing |
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Workshop
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Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation Wenhao Ding · Laixi Shi · Yuejie Chi · Ding Zhao |
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Workshop
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Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models Francesco Croce · Naman Singh · Matthias Hein |
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Workshop
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Fri 18:20 |
Efficient Estimation of Local Robustness of Machine Learning Models Tessa Han · Suraj Srinivas · Hima Lakkaraju |
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Workshop
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Efficient Estimation of Local Robustness of Machine Learning Models Tessa Han · Suraj Srinivas · Himabindu Lakkaraju |