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Poster
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Wed 11:00
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Statistical-Computational Trade-offs for Density Estimation
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal · Haike Xu
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Workshop
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Towards Representative Social Choice Using Statistical Learning Theory
Tianyi (Alex) Qiu
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Poster
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Thu 11:00
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Community Detection Guarantees using Embeddings Learned by Node2Vec
Andrew Davison · S. Carlyle Morgan · Owen G. Ward
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Poster
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Fri 11:00
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FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
Evelyn Ma · Chao Pan · S. Rasoul Etesami · Han Zhao · Olgica Milenkovic
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Poster
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Wed 16:30
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Off-policy estimation with adaptively collected data: the power of online learning
Jeonghwan Lee · Cong Ma
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Workshop
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Sample compression unleashed : New generalization bounds for real valued losses
Mathieu Bazinet · Valentina Zantedeschi · Pascal Germain
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Poster
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Wed 11:00
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On the Saturation Effects of Spectral Algorithms in Large Dimensions
Weihao Lu · haobo Zhang · Yicheng Li · Qian Lin
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Poster
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Wed 11:00
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On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
Guhan Chen · Yicheng Li · Qian Lin
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Poster
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Fri 11:00
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When are dynamical systems learned from time series data statistically accurate?
Jeongjin Park · Nicole Yang · Nisha Chandramoorthy
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Poster
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Thu 11:00
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Improving Adaptivity via Over-Parameterization in Sequence Models
Yicheng Li · Qian Lin
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Oral
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Wed 10:40
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Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
Philip Amortila · Dylan J Foster · Nan Jiang · Akshay Krishnamurthy · Zak Mhammedi
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Poster
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Wed 16:30
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Statistical Efficiency of Distributional Temporal Difference Learning
Yang Peng · Liangyu Zhang · Zhihua Zhang
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