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98 Results
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Poster
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Tue 4:30 |
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms Hossein Zakerinia · Amin Behjati · Christoph Lampert |
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Poster
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Thu 4:30 |
PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models Deividas Eringis · john leth · Zheng-Hua Tan · Rafal Wisniewski · Mihaly Petreczky |
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Poster
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Wed 4:30 |
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning Jaejun Lee · Minsung Hwang · Joyce Whang |
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Workshop
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Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable Bayesian Gates Cristian Meo · Ksenia Sycheva · Anirudh Goyal · Justin Dauwels |
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Oral
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Wed 8:00 |
Principled Preferential Bayesian Optimization Wenjie Xu · Wenbin Wang · Yuning Jiang · Bratislav Svetozarevic · Colin Jones |
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Poster
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Thu 2:30 |
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching Eliezer de Souza da Silva · Tomasz Kuśmierczyk · Marcelo Hartmann · Arto Klami |
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Poster
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Thu 4:30 |
Learning to Continually Learn with the Bayesian Principle Soochan Lee · Hyeonseong Jeon · Jaehyeon Son · Gunhee Kim |
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Poster
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Thu 2:30 |
An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation Jonas Arruda · Yannik Schälte · Clemens Peiter · Olga Teplytska · Ulrich Jaehde · Jan Hasenauer |
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Poster
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Thu 4:30 |
Total Variation Distance Meets Probabilistic Inference Arnab Bhattacharyya · Sutanu Gayen · Kuldeep S. Meel · Dimitrios Myrisiotis · A. Pavan · N. Vinodchandran |
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Poster
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Tue 2:30 |
Naive Bayes Classifiers over Missing Data: Decision and Poisoning Song Bian · Xiating Ouyang · ZHIWEI FAN · Paris Koutris |
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Poster
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Tue 2:30 |
Outlier-robust Kalman Filtering through Generalised Bayes Gerardo Duran-Martin · Matias Altamirano · Alex Shestopaloff · Leandro Sánchez-Betancourt · Jeremias Knoblauch · Matt Jones · Francois-Xavier Briol · Kevin Murphy |
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Poster
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Wed 4:30 |
Nonlinear Filtering with Brenier Optimal Transport Maps Mohammad Al-Jarrah · Niyizhen Jin · Bamdad Hosseini · Amirhossein Taghvaei |