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Poster
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Thu 9:00
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FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
Samiul Alam · Luyang Liu · Ming Yan · Mi Zhang
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Poster
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Wed 9:00
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Decentralized Training of Foundation Models in Heterogeneous Environments
Binhang Yuan · Yongjun He · Jared Davis · Tianyi Zhang · Tri Dao · Beidi Chen · Percy Liang · Christopher Ré · Ce Zhang
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Affinity Workshop
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Assessing Schistosomiasis transmission dynamics with heterogeneous intermediate host: A modeling study
Chidozie Chukwu
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Workshop
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Fri 7:40
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Federated Learning with Online Adaptive Heterogeneous Local Models
Hanhan Zhou · Tian Lan · Guru Prasadh Venkataramani · Wenbo Ding
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Poster
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Tue 14:00
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Gaussian Copula Embeddings
Chien Lu · Jaakko Peltonen
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Workshop
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Variational Graph Auto-Encoders for Heterogeneous Information Network
Abhishek Dalvi · Ayan Acharya · Jing Gao · Vasant Honavar
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Workshop
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Physics aware inference for the cryo-EM inverse problem: anisotropic network model heterogeneity, global 3D pose and microscope defocus
Geoffrey Woollard · Shayan Shekarforoush · Frank Wood · Marcus Brubaker · Khanh Dao Duc
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Poster
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Wed 14:00
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AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
Dacheng Li · Hongyi Wang · Eric Xing · Hao Zhang
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Workshop
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Heterogeneous reconstruction of deformable atomic models in Cryo-EM
Youssef Nashed · Ariana Peck · Julien Martel · Axel Levy · Bongjin Koo · Gordon Wetzstein · Nina Miolane · Daniel Ratner · Frederic Poitevin
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Poster
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Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation
Xiang Gu · Yucheng Yang · Wei Zeng · Jian Sun · Zongben Xu
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Poster
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Thu 9:00
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Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé · Alicia Curth · Ioana Bica · Mihaela van der Schaar
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Workshop
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Fri 15:48
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Sample-Specific Contextualized Graphical Models Using Clinical and Molecular Data Reveal Transcriptional Network Heterogeneity Across 7000 Tumors
Caleb Ellington · Ben Lengerich · Thomas Watkins · Jiekun Yang · Manolis Kellis · Eric Xing
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