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130 Results
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Poster
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Tue 14:00 |
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference Yan Xu · Deqian Kong · Dehong Xu · Ziwei Ji · Bo Pang · Pascale FUNG · Ying Nian Wu |
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Poster
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Thu 13:30 |
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng · Lianmin Zheng · Binhang Yuan · Zhuohan Li · Max Ryabinin · Beidi Chen · Percy Liang · Christopher Re · Ion Stoica · Ce Zhang |
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Oral
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Wed 19:40 |
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng · Lianmin Zheng · Binhang Yuan · Zhuohan Li · Max Ryabinin · Beidi Chen · Percy Liang · Christopher Re · Ion Stoica · Ce Zhang |
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Poster
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Tue 17:00 |
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time Zichang Liu · Jue Wang · Tri Dao · Tianyi Zhou · Binhang Yuan · Zhao Song · Anshumali Shrivastava · Ce Zhang · Yuandong Tian · Christopher Re · Beidi Chen |
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Poster
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Wed 17:00 |
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference Pablo Lemos · Adam Coogan · Yashar Hezaveh · Laurence Perreault-Levasseur |
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Poster
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Thu 13:30 |
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference Wanrong Zhang · Ruqi Zhang |
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Poster
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Thu 13:30 |
Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping Ziyi Liang · Yanfei Zhou · Matteo Sesia |
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Poster
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Thu 16:30 |
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels Guillaume Staerman · Cédric Allain · Alexandre Gramfort · Thomas Moreau |
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Poster
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Wed 14:00 |
Sequential Predictive Conformal Inference for Time Series Chen Xu · Yao Xie |
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Poster
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Tue 17:00 |
Are Diffusion Models Vulnerable to Membership Inference Attacks? Jinhao Duan · Fei Kong · Shiqi Wang · Xiaoshuang Shi · Kaidi Xu |
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Poster
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Tue 17:00 |
Online Local Differential Private Quantile Inference via Self-normalization Yi Liu · Qirui Hu · Lei Ding · Linglong Kong |
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Poster
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Wed 17:00 |
Statistical Inference and A/B Testing for First-Price Pacing Equilibria Luofeng Liao · Christian Kroer |