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Workshop
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Fri 9:30
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A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data
Sazia Mahfuz · Farhana Zulkernine
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Workshop
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Data-Driven Optimal Solver for Coordinating a Sustainable and Stable Power Grid
Junfei Wang · Pirathayini Srikantha
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Poster
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Wed 14:00
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Coresets for Relational Data and The Applications
Jiaxiang Chen · Qingyuan Yang · Ruomin Huang · Hu Ding
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Poster
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Fair Bayes-Optimal Classifiers Under Predictive Parity
Xianli Zeng · Edgar Dobriban · Guang Cheng
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Poster
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Wed 9:00
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Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
Ignacio Peis · Chao Ma · José Miguel Hernández-Lobato
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Workshop
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Are All Training Data Useful? A Empirical Revisit of Subset Selection in Bayesian Optimization
Peili Mao · Ke Li
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Workshop
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How Small Amount of Data Sharing Benefits Higher-Order Distributed Optimization and Learning
Mingxi Zhu · Yinyu Ye
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Workshop
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The curse of (non)convexity: The case of an Optimization-Inspired Data Pruning algorithm
Fadhel Ayed · Soufiane Hayou
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Workshop
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Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task
Jannik Kossen · Cătălina Cangea · Eszter Vértes · Andrew Jaegle · Viorica Patraucean · Ira Ktena · Nenad Tomasev · Danielle Belgrave
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Panel
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Tue 9:15
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Panel 1C-2: Reconstructing Training Data… & On Optimal Learning…
Gal Vardi · Idan Mehalel
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Poster
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Thu 14:00
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Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms
Alireza Fallah · Ali Makhdoumi · azarakhsh malekian · Asuman Ozdaglar
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Poster
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Thu 9:00
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Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
Yang Ni
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