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Poster
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Tue 14:00
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Do Machine Learning Models Learn Statistical Rules Inferred from Data?
Aaditya Naik · Yinjun Wu · Mayur Naik · Eric Wong
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Poster
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Tue 14:00
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ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
Kexun Zhang · Xianjun Yang · William Wang · Lei Li
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Poster
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Wed 17:00
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SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference
Ran Ran · Xinwei Luo · Wei Wang · Tao Liu · Gang Quan · Xiaolin Xu · Caiwen Ding · Wujie Wen
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Poster
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Thu 16:30
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Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models
Rui Li · ST John · Arno Solin
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Poster
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Thu 13:30
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Exact Inference in High-order Structured Prediction
Chuyang Ke · Jean Honorio
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Poster
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Tue 17:00
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Collaborative Causal Inference with Fair Incentives
Rui Qiao · Xinyi Xu · Bryan Kian Hsiang Low
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Poster
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Thu 16:30
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Effective and Efficient Structural Inference with Reservoir Computing
Aoran Wang · Tsz Pan Tong · Jun Pang
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Poster
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Tue 17:00
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Active Learning based Structural Inference
Aoran Wang · Jun Pang
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Poster
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Tue 17:00
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Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables
Yaniv Yacoby · Weiwei Pan · Finale Doshi-Velez
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Poster
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Wed 14:00
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COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
Anlan Yu · Ning Lyu · Jieming Yin · Zhiyuan Yan · Wujie Wen
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Poster
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Tue 17:00
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The case for 4-bit precision: k-bit Inference Scaling Laws
Tim Dettmers · Luke Zettlemoyer
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Poster
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Wed 17:00
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Statistical Inference and A/B Testing for First-Price Pacing Equilibria
Luofeng Liao · Christian Kroer
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