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Poster
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
Poster
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
Poster
Wed 18:30 Benchmarking the Spectrum of Agent Capabilities
Danijar Hafner
Poster
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
Poster
Wed 18:30 Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations
Jiaheng Wei · Zhaowei Zhu · Hao Cheng · Tongliang Liu · Gang Niu · Yang Liu
Poster
Thu 10:30 Autonomous Reinforcement Learning: Formalism and Benchmarking
Archit Sharma · Kelvin Xu · Nikhil Sardana · Abhishek Gupta · Karol Hausman · Sergey Levine · Chelsea Finn
Poster
Tue 2:30 miniF2F: a cross-system benchmark for formal Olympiad-level mathematics
Kunhao Zheng · Jesse Han · Stanislas Polu
Oral
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
Workshop
The CLRS Algorithmic Reasoning Benchmark
Petar Veličković · Adria Puigdomenech Badia · David Budden · Razvan Pascanu · Andrea Banino · Misha Dashevskiy · Raia Hadsell · Charles Blundell
Workshop
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations
Florent Bonnet · Ahmed Mazari · Thibaut Munzer · Pierre Yser · patrick gallinari
Workshop
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
Workshop
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