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156 Results
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Workshop
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Bayesian Optimization with a Neural Network Meta-learned on Synthetic Data Only Samuel Müller · Sebastian Pineda Arango · Matthias Feurer · Josif Grabocka · Frank Hutter |
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Workshop
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Uncertainty-Aware Meta-Learning for Multimodal Task Distributions Cesar Almecija · Apoorva Sharma · Young-Jin Park · Navid Azizan |
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Workshop
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Multi-objective Tree-structured Parzen Estimator Meets Meta-learning Shuhei Watanabe · Noor Awad · Masaki Onishi · Frank Hutter |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |
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Poster
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Thu 14:00 |
PAC Prediction Sets for Meta-Learning Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani |
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Poster
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Wed 9:00 |
Meta-Learning with Self-Improving Momentum Target Jihoon Tack · Jongjin Park · Hankook Lee · Jaeho Lee · Jinwoo Shin |
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Workshop
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Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction Wenlin Chen · Austin Tripp · José Miguel Hernández-Lobato |
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Poster
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Thu 14:00 |
Using natural language and program abstractions to instill human inductive biases in machines Sreejan Kumar · Carlos G. Correa · Ishita Dasgupta · Raja Marjieh · Michael Y Hu · Robert Hawkins · Jonathan D Cohen · nathaniel daw · Karthik Narasimhan · Tom Griffiths |
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Poster
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Wed 14:00 |
On the Generalizability and Predictability of Recommender Systems Duncan McElfresh · Sujay Khandagale · Jonathan Valverde · John Dickerson · Colin White |
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Workshop
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Meta-Learning General-Purpose Learning Algorithms with Transformers Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein |
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Poster
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Thu 9:00 |
Modeling Human Exploration Through Resource-Rational Reinforcement Learning Marcel Binz · Eric Schulz |
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Workshop
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A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar? Théo Morales · Gerard Lacey |