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Workshop
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The CLRS Algorithmic Reasoning Benchmark Petar Veličković · Adria Puigdomenech Badia · David Budden · Razvan Pascanu · Andrea Banino · Misha Dashevskiy · Raia Hadsell · Charles Blundell |
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Workshop
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Benchmarking Uncertainty Quantification for Protein Engineering Kevin P Greenman · Ava Soleimany · Kevin K Yang |
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Workshop
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Dojo: A Large Scale Benchmark for Multi-Task Reinforcement Learning Dominik Schmidt |
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Oral
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Wed 10:15 |
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa · Pang Wei Koh · Tony Lee · Irena Gao · Sang Michael Xie · Kendrick Shen · Ananya Kumar · Weihua Hu · Michihiro Yasunaga · Henrik Marklund · Sara Beery · Etienne David · Ian Stavness · Wei Guo · Jure Leskovec · Kate Saenko · Tatsunori Hashimoto · Sergey Levine · Chelsea Finn · Percy Liang |
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Workshop
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Improving the assessment of deep learning models in the context of drug-target interaction prediction Mirko Torrisi · Antonio De la Vega de Leon · Guillermo Climent · Remco Loos · Alejandro Panjkovich |
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Poster
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Wed 10:30 |
GeneDisco: A Benchmark for Experimental Design in Drug Discovery Arash Mehrjou · Ashkan Soleymani · Andrew Jesson · Pascal Notin · Yarin Gal · Stefan Bauer · Patrick Schwab |
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Workshop
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An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations Florent Bonnet · Ahmed Mazari · Thibaut Munzer · Pierre Yser · patrick gallinari |
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Poster
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Thu 10:30 |
Autonomous Reinforcement Learning: Formalism and Benchmarking Archit Sharma · Kelvin Xu · Nikhil Sardana · Abhishek Gupta · Karol Hausman · Sergey Levine · Chelsea Finn |
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Workshop
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Fri 8:35 |
The CLRS Algorithmic Reasoning Benchmark Petar Veličković · Adria Puigdomenech Badia · David Budden · Razvan Pascanu · Andrea Banino · Misha Dashevskiy · Raia Hadsell · Charles Blundell |
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Workshop
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Benchmarking Generative Latent Variable Models for Speech Jakob Havtorn · Lasse Borgholt · Søren Hauberg · Jes Frellsen · Lars Maaløe |
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Poster
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Tue 10:30 |
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela · Julien Niklas Siems · Lucas Zimmer · Jovita Lukasik · Margret Keuper · Frank Hutter |
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Poster
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Thu 18:30 |
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa · Pang Wei Koh · Tony Lee · Irena Gao · Sang Michael Xie · Kendrick Shen · Ananya Kumar · Weihua Hu · Michihiro Yasunaga · Henrik Marklund · Sara Beery · Etienne David · Ian Stavness · Wei Guo · Jure Leskovec · Kate Saenko · Tatsunori Hashimoto · Sergey Levine · Chelsea Finn · Percy Liang |