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Workshop
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Towards a Statistical Theory of Learning to Learn In-context with Transformers
Youssef Mroueh
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Workshop
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Sat 13:15
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Towards a Statistical Theory of Learning to Learn In-context with Transformers
Youssef Mroueh
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Workshop
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Dissecting In-Context Learning of Translations
Vikas Raunak · Arul Menezes · Hany Awadalla
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Workshop
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How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
Tianyu Guo · Wei Hu · Song Mei · Huan Wang · Caiming Xiong · Silvio Savarese · Yu Bai
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Oral
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Wed 14:00
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Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
Yu Bai · Fan Chen · Huan Wang · Caiming Xiong · Song Mei
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Poster
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Wed 15:00
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Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
Yu Bai · Fan Chen · Huan Wang · Caiming Xiong · Song Mei
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Workshop
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Dr.ICL: Demonstration-Retrieved In-context Learning
Man Luo · Xin Xu · Zhuyun Dai · Panupong Pasupat · Mehran Kazemi · Chitta Baral · Vaiva Imbrasaite · Vincent Zhao
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Workshop
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Surprising Deviations from Bayesian View in In-Context Learning
Madhur Panwar · Kabir Ahuja · Navin Goyal
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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In-Context Learning and Bayesian Inference
Madhur Panwar · Kabir Ahuja · Navin Goyal
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