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Poster
Mon 10:30 NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
Yash Mehta · Colin White · Arber Zela · Arjun Krishnakumar · Guri Zabergja · Shakiba Moradian · Mahmoud Safari · Kaicheng Yu · Frank Hutter
Poster
Tue 10:30 PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method
Ziwei Guan · Tengyu Xu · Yingbin Liang
Poster
Mon 2:30 MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts
Victor Weixin Liang · James Y Zou
Poster
Tue 2:30 Delaunay Component Analysis for Evaluation of Data Representations
Petra Poklukar · Vladislav Polianskii · Anastasiia Varava · Florian T. Pokorny · Danica Kragic
Poster
Wed 2:30 Evaluating Model-Based Planning and Planner Amortization for Continuous Control
Arunkumar Byravan · Leonard Hasenclever · Piotr Trochim · Mehdi Mirza · Alessandro Ialongo · Yuval Tassa · Jost Tobias Springenberg · Abbas Abdolmaleki · Nicolas Heess · Josh Merel · Martin Riedmiller
Poster
Tue 10:30 Evaluating Distributional Distortion in Neural Language Modeling
Benjamin LeBrun · Alessandro Sordoni · Timothy O'Donnell
Workshop
Fri 5:00 Setting up ML Evaluation Standards to Accelerate Progress
Rishabh Agarwal · Stephanie Chan · Xavier Bouthillier · Caglar Gulcehre · Jesse Dodge
Spotlight
Thu 10:30 Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling
Ada Wan
Poster
Wed 18:30 Benchmarking the Spectrum of Agent Capabilities
Danijar Hafner
Poster
Wed 18:30 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
Natalie Dullerud · Karsten Roth · Kimia Hamidieh · Nicolas Papernot · Marzyeh Ghassemi
Poster
Wed 10:30 CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability
Martin Mundt · Steven Lang · Quentin Delfosse · Kristian Kersting
Poster
Mon 18:30 Towards Evaluating the Robustness of Neural Networks Learned by Transduction
Jiefeng Chen · Xi Wu · Yang Guo · Yingyu Liang · Somesh Jha