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11 Results
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Workshop
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Fri 7:50 |
Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions Federico Ottomano · Giovanni De Felice · Rahul Savani · Vladimir Gusev · Matthew Rosseinsky |
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Workshop
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Identifying Representations for Intervention Extrapolation Sorawit Saengkyongam · Elan Rosenfeld · Pradeep Ravikumar · Niklas Pfister · Jonas Peters |
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Workshop
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Representation Learning for Extremes Ali Hasan · Yuting Ng · Jose Blanchet · Vahid Tarokh |
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Workshop
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Neural oscillators for generalizing parametric PDEs Taniya Kapoor · Abhishek Chandra · Daniel Tartakovsky · Hongrui Wang · Alfredo Nunez · Rolf Dollevoet |
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Workshop
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Fri 6:50 |
Invited talk by Xinwei Shen (ETH) - Extrapolation in Regression and Representation Learning Xinwei Shen |
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Workshop
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Fri 7:35 |
Identifying Representations for Intervention Extrapolation Sorawit Saengkyongam |
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Poster
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Wed 15:00 |
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation Jianing Zhu · Yu Geng · Jiangchao Yao · Tongliang Liu · Gang Niu · Masashi Sugiyama · Bo Han |
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Poster
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Tue 8:45 |
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks Steven Adriaensen · Herilalaina Rakotoarison · Samuel Müller · Frank Hutter |
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Poster
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Tue 15:15 |
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation Sébastien Lachapelle · Divyat Mahajan · Ioannis Mitliagkas · Simon Lacoste-Julien |
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Poster
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Thu 15:00 |
[Re] End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking Sean McLeish · Long Tran-Thanh |
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Oral
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Tue 14:10 |
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation Sébastien Lachapelle · Divyat Mahajan · Ioannis Mitliagkas · Simon Lacoste-Julien |