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Workshop
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Sun 15:45
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Data-Driven High-Dimensional Inverse Problems: A Journey Through Strong Gravitational Lensing Data Analysis
Laurence Perreault-Levasseur
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Workshop
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Topological data analysis of large swarming dynamics
Yoh-ichi Mototake · Shinichi Ishida · Norihiro Maruyama · Takashi Ikegami
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Poster
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Wed 16:30
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Towards Robust Multimodal Sentiment Analysis with Incomplete Data
Haoyu Zhang · Wenbin Wang · Tianshu Yu
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Poster
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Thu 11:00
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Convergence Analysis of Split Federated Learning on Heterogeneous Data
Pengchao Han · Chao Huang · Geng Tian · Ming Tang · Xin Liu
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Workshop
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Hidden Holes - topological aspects of language models
Stephen Fitz · Peter Romero · Jiyan Jonas Schneider
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Workshop
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Certifying Robustness via Topological Representations
Jens Agerberg · Andrea Guidolin · Andrea Martinelli · Pepijn Hoefgeest · David Eklund · Martina Scolamiero
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Poster
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Thu 16:30
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An Analysis of Tokenization: Transformers under Markov Data
Nived Rajaraman · Jiantao Jiao · Kannan Ramchandran
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Workshop
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Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data
Binghui Li · Yuanzhi Li
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Workshop
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Latent Spatial Dirichlet Allocation
Junsouk Choi · Veerabhadran Baladandayuthapani · Jian Kang
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Workshop
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Sat 12:40
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Contributed Talk: Joachim Schaeffer - Lithium-Ion Battery System Health Monitoring and Resistance-Based Fault Analysis from Field Data Using Recursive Spatiotemporal Gaussian Processes
Joachim Schaeffer
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Workshop
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Sat 12:00
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Harnessing Large Language Models for Market Research: A Data-augumentation Approach
Mengxin Wang · Dennis Zhang · Heng Zhang
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Poster
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Wed 16:30
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Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
Michael Crawshaw · Mingrui Liu
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