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39 Results

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Poster
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks
Xingsi Dong · Zilong Ji · Tianhao Chu · Tiejun Huang · Wenhao Zhang · Si Wu
Poster
Wed 9:00 Contrastive Neural Ratio Estimation
Benjamin K Miller · Christoph Weniger · Patrick Forré
Workshop
A Novel Model-Based Attribute Inference Attack in Federated Learning
ilias driouich · CHUAN XU · Giovanni Neglia · Frederic Giroire · Eoin Thomas
Expo Demonstration
Mon 8:00 Real-time Navigation of Chemical Space with Cloud-Based Inference from MoLFormer
Payel Das · Brian Belgodere
Poster
Tue 9:00 Truncated proposals for scalable and hassle-free simulation-based inference
Michael Deistler · Pedro Goncalves · Jakob H Macke
Poster
MExMI: Pool-based Active Model Extraction Crossover Membership Inference
Yaxin Xiao · Qingqing Ye · Haibo Hu · Huadi Zheng · Chengfang Fang · Jie Shi
Poster
Thu 9:00 Automatic Differentiation of Programs with Discrete Randomness
Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas
Poster
Tue 9:00 Efficient identification of informative features in simulation-based inference
Jonas Beck · Michael Deistler · Yves Bernaerts · Jakob H Macke · Philipp Berens
Workshop
Structural Causal Model for Molecular Dynamics Simulation
Qi Liu · Yuanqi Du · Fan Feng · Qiwei Ye · Jie Fu
Workshop
Strong Lensing Parameter Estimation on Ground-Based Imaging Data Using Simulation-Based Inference
Jason Poh · Ashwin Samudre · Aleksandra Ciprijanovic · Brian Nord · Joshua Frieman · Gourav Khullar
Workshop
A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful
Joeri Hermans · Arnaud Delaunoy · François Rozet · Antoine Wehenkel · Volodimir Begy · Gilles Louppe
Workshop
Addressing out-of-distribution data for flow-based gravitational wave inference
Maximilian Dax · Stephen Green · Jonas Wildberger · Jonathan Gair · Michael Puerrer · Jakob Macke · Alessandra Buonanno · Bernhard Schölkopf