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35 Results
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Workshop
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scPerturb: Information Resource for Harmonized Single-Cell Perturbation Data Tessa Green · Stefan Peidli · Ciyue Shen · Torsten Gross · Joseph Min · Samuele Garda · Jake Taylor-King · Debora Marks · Augustin Luna · Nils Blüthgen · Chris Sander |
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Affinity Workshop
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Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows Alina Selega · Kieran Campbell |
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Competition
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Wed 5:00 |
Multimodal Single-Cell Integration Across Time and Individuals Daniel Burkhardt · Smita Krishnaswamy · Robrecht Cannoodt · Malte Luecken · Jonathan Bloom · Fabian Theis · Christopher Lance · Angela Pisco |
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Competition
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Wed 5:00 |
Multimodal Single-Cell Integration Across Time, Individuals, and Batches Daniel Burkhardt · Jonathan Bloom · Robrecht Cannoodt · Malte Luecken · Smita Krishnaswamy · Christopher Lance · Angela Pisco · Fabian Theis |
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Workshop
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Using hierarchical variational autoencoders to incorporate conditional independent priors for paired single-cell multi-omics data integration Ping-Han Hsieh · Ru-Xiu Hsiao · Tatiana Belova · Katalin Ferenc · Anthony Mathelier · Rebekka Burkholz · Chien-Yu Chen · Geir Kjetil Sandve · Marieke L Kuijjer |
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Workshop
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Gradient dynamics of single-neuron autoencoders on orthogonal data Nikhil Ghosh · Spencer Frei · Wooseok Ha · Bin Yu |
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Workshop
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Box Prediction Rebalancing for Training Single-Stage Object Detectors with Partially Labeled Data Shafin Haque · R. Austin McEver |
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Workshop
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A single-cell gene expression language model William Connell · Umair Khan · Michael Keiser |
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Expo Talk Panel
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Mon 14:00 |
Integrating modern machine learning and single cell technologies into drug target discovery - lessons from the frontline. Lindsay Edwards |
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Workshop
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Learning relationships between histone modifications in single cells Jake Yeung · Maria Florescu · Peter Zeller · Buys de Barbanson · Max Wellenstein · Alexander van Oudenaarden |
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Poster
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Thu 14:00 |
Supervised Training of Conditional Monge Maps Charlotte Bunne · Andreas Krause · Marco Cuturi |
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Workshop
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Reducing Communication in Nonconvex Federated Learning with a Novel Single-Loop Variance Reduction Method Kazusato Oko · Shunta Akiyama · Tomoya Murata · Taiji Suzuki |