Title |
|---|
 Towards Understanding the Relationship between In-context Learning and
Compositional GeneralizationInternational Conference on Language Resources and Evaluation (LREC), 2024 |
 Learning Universal PredictorsInternational Conference on Machine Learning (ICML), 2024 |
 In-Context Learning Dynamics with Random Binary SequencesInternational Conference on Learning Representations (ICLR), 2023 |
 ContraBAR: Contrastive Bayes-Adaptive Deep RLInternational Conference on Machine Learning (ICML), 2023 |
 Meta-in-context learning in large language modelsNeural Information Processing Systems (NeurIPS), 2023 |
 Meta-Learned Models of CognitionBehavioral and Brain Sciences (BBS), 2023 |
 Memory-Based Meta-Learning on Non-Stationary DistributionsInternational Conference on Machine Learning (ICML), 2023 |
 Learning Functional TransductionNeural Information Processing Systems (NeurIPS), 2023 |
 Human-Timescale Adaptation in an Open-Ended Task SpaceInternational Conference on Machine Learning (ICML), 2023 |
 Planning to the Information Horizon of BAMDPs via Epistemic State
AbstractionNeural Information Processing Systems (NeurIPS), 2022 |
 Meta Reinforcement Learning with Finite Training Tasks -- a Density
Estimation ApproachNeural Information Processing Systems (NeurIPS), 2022 |
 Transformers are Meta-Reinforcement LearnersInternational Conference on Machine Learning (ICML), 2022 |
 Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in
Symmetric Zero-sum GamesInternational Conference on Machine Learning (ICML), 2022 |
 Meta-Reinforcement Learning with Self-Modifying NetworksNeural Information Processing Systems (NeurIPS), 2022 |
 Learning to reason about and to act on physical cascading eventsInternational Conference on Machine Learning (ICML), 2022 |
 Modeling Human Exploration Through Resource-Rational Reinforcement
LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Transformers Can Do Bayesian InferenceInternational Conference on Learning Representations (ICLR), 2021 |
 Hierarchical Bayesian BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
 Meta-Thompson SamplingInternational Conference on Machine Learning (ICML), 2021 |
