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Poster
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Tue 14:00
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Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
Ruofan Zhang · Ruofan Zhang · Haoyu Chen · Chao Dong · Yulun Zhang · Wenming Yang
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Oral
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Tue 20:30
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Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark
Alexander Pan · Jun Shern Chan · Andy Zou · Nathaniel Li · Steven Basart · Thomas Woodside · Hanlin Zhang · Scott Emmons · Dan Hendrycks
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Poster
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Thu 13:30
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Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark
Alexander Pan · Jun Shern Chan · Andy Zou · Nathaniel Li · Steven Basart · Thomas Woodside · Hanlin Zhang · Scott Emmons · Dan Hendrycks
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Workshop
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Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation
Wei-Ning Chen · Dan Song · Ayfer Ozgur · Peter Kairouz
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Workshop
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Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Information Theory
Faisal Hamman · Sanghamitra Dutta
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Workshop
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Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
Seongjun Yang · Gibbeum Lee · Jaewoong Cho · Dimitris Papailiopoulos · Kangwook Lee
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Workshop
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On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training
Jieyu Zhang · Bohan Wang · zhengyu hu · Pang We Koh · Alex Ratner
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Workshop
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Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
Ashish Hooda · Neal Mangaokar · Ryan Feng · Kassem Fawaz · Somesh Jha · Atul Prakash
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Workshop
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Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
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