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144 Results
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Workshop
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Two Students: Enabling Uncertainty Quantification in Federated Learning Clients Cristovão Freitas Iglesias Jr · Sidney Alves de Outeiro · Claudio de Farias · Miodrag Bolic |
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Poster
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Fri 11:00 |
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes Syrine Belakaria · Ben Letham · Jana Doppa · Barbara Engelhardt · Stefano Ermon · Eytan Bakshy |
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Workshop
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Active learning for efficient discovery of optimal gene combinations in the combinatorial perturbation space Jason Qin · Hans-Hermann Wessels · Carlos Fernandez-Granda · Yuhan Hao |
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Workshop
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GLEAM-AI: Neural Surrogate for Accelerated Epidemic Analytics and Forecasting Mohammadmehdi Zahedi · Dongxia Wu · Jessica Davis · Yian Ma · Alessandro Vespignani · Rose Yu · Matteo Chinazzi |
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Poster
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Wed 16:30 |
Optimal Design for Human Preference Elicitation Subhojyoti Mukherjee · Anusha Lalitha · Kousha Kalantari · Aniket Anand Deshmukh · Ge Liu · Yifei Ma · Branislav Kveton |
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Poster
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Wed 16:30 |
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel Jialin Li · Marta Zagorowska · Giulia De Pasquale · Alisa Rupenyan · John Lygeros |
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Workshop
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Bayesian Optimization of High-dimensional Outputs with Human Feedback Qing Feng · Zhiyuan Jerry Lin · Yujia Zhang · Ben Letham · Jelena Markovic-Voronov · Ryan-Rhys Griffiths · Peter Frazier · Eytan Bakshy |
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Poster
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Thu 11:00 |
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Arvind Vepa · Zukang Yang · Andrew Choi · Jungseock Joo · Fabien Scalzo · Yizhou Sun |
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Poster
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Fri 16:30 |
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion Filip Szatkowski · Bartosz Wójcik · Mikołaj Piórczyński · Simone Scardapane |
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Workshop
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MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning Peter Eckmann · Dongxia Wu · Germano Heinzelmann · Michael Gilson · Rose Yu |
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Workshop
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MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning Peter Eckmann · Dongxia Wu · Germano Heinzelmann · Michael Gilson · Rose Yu |
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Workshop
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Preference-based Multi-Objective Bayesian Optimization with Gradients Joshua Hang Sai Ip · Ankush Chakrabarty · Ali Mesbah · Diego Romeres |