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Workshop
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Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal · Stella Yu · Zackery Steck · Scott Kangas
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Poster
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Tue 14:00
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Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
Zhi-Hao Tan · Yi Xie · Yuan Jiang · Zhi-Hua Zhou
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Affinity Workshop
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Detecting Synthetic Opioids with NQR Spectroscopy and Complex-Valued Signal Denoising
Amber Day · Natalie Klein · Michael Malone · Harris Mason · Sinead Williamson
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Workshop
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Sat 7:50
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Spotlight Talk - Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal
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Poster
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Wed 14:00
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Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning
Harikrishnan N B · Aditi Kathpalia · Nithin Nagaraj
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Poster
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Tue 14:00
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Efficient Methods for Non-stationary Online Learning
Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou
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Poster
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Tue 9:00
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The Query Complexity of Cake Cutting
Simina Branzei · Noam Nisan
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Poster
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Wed 14:00
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On the Convergence Theory for Hessian-Free Bilevel Algorithms
Daouda Sow · Kaiyi Ji · Yingbin Liang
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Poster
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Thu 9:00
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Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
Yuzhou Chen · Yulia Gel · H. Vincent Poor
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Poster
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Wed 9:00
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On-Demand Sampling: Learning Optimally from Multiple Distributions
Nika Haghtalab · Michael Jordan · Eric Zhao
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Poster
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Tue 14:00
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Learning Mixed Multinomial Logits with Provable Guarantees
Yiqun Hu · David Simchi-Levi · Zhenzhen Yan
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Poster
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Tue 14:00
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Submodular Maximization in Clean Linear Time
Wenxin Li · Moran Feldman · Ehsan Kazemi · Amin Karbasi
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