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36 Results
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Poster
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Fri 11:00 |
Achievable distributional robustness when the robust risk is only partially identified Julia Kostin · Nicola Gnecco · Fanny Yang |
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Poster
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Wed 11:00 |
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution Yubo Ye · Maryam Tolou · Sumeet Vadhavkar · Xiajun Jiang · Huafeng Liu · Linwei Wang |
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Poster
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Fri 16:30 |
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning Dan Braun · Jordan Taylor · Nicholas Goldowsky-Dill · Lee Sharkey |
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Poster
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Thu 16:30 |
Learning Identifiable Factorized Causal Representations of Cellular Responses Haiyi Mao · Romain Lopez · Kai Liu · Jan-Christian Huetter · David Richmond · Panayiotis Benos · Lin Qiu |
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Poster
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Wed 16:30 |
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin · Jürgen Gall |
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Poster
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Fri 11:00 |
Learning to Understand: Identifying Interactions via the Möbius Transform Justin Kang · Yigit Efe Erginbas · Landon Butler · Ramtin Pedarsani · Kannan Ramchandran |
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Poster
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Wed 16:30 |
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data Ryan Welch · Jiaqi Zhang · Caroline Uhler |
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Poster
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Fri 16:30 |
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures Subash Timilsina · Sagar Shrestha · Xiao Fu |
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Poster
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Thu 11:00 |
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention Avinash Kori · Francesco Locatello · Ainkaran Santhirasekaram · Francesca Toni · Ben Glocker · Fabio De Sousa Ribeiro |
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Poster
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Thu 11:00 |
Identifying General Mechanism Shifts in Linear Causal Representations Tianyu Chen · Kevin Bello · Francesco Locatello · Bryon Aragam · Pradeep Ravikumar |
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Poster
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Thu 11:00 |
Identifying Equivalent Training Dynamics William Redman · Juan Bello-Rivas · Maria Fonoberova · Ryan Mohr · Yannis Kevrekidis · Igor Mezic |
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Poster
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Fri 16:30 |
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning Yuewen Sun · Biwei Huang · Yu Yao · Donghuo Zeng · Xinshuai Dong · Songyao Jin · Boyang Sun · Roberto Legaspi · Kazushi Ikeda · Peter Spirtes · Kun Zhang |