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Jorg Bornschein

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Denoising Autoregressive Representation Learning

Mar 08, 2024
Yazhe Li, Jorg Bornschein, Ting Chen

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Transformers for Supervised Online Continual Learning

Mar 03, 2024
Jorg Bornschein, Yazhe Li, Amal Rannen-Triki

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Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models

Mar 03, 2024
Amal Rannen-Triki, Jorg Bornschein, Razvan Pascanu, Marcus Hutter, Andras György, Alexandre Galashov, Yee Whye Teh, Michalis K. Titsias

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Kalman Filter for Online Classification of Non-Stationary Data

Jun 14, 2023
Michalis K. Titsias, Alexandre Galashov, Amal Rannen-Triki, Razvan Pascanu, Yee Whye Teh, Jorg Bornschein

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DiscoGen: Learning to Discover Gene Regulatory Networks

Apr 12, 2023
Nan Rosemary Ke, Sara-Jane Dunn, Jorg Bornschein, Silvia Chiappa, Melanie Rey, Jean-Baptiste Lespiau, Albin Cassirer, Jane Wang, Theophane Weber, David Barrett, Matthew Botvinick, Anirudh Goyal, Mike Mozer, Danilo Rezende

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Evaluating Representations with Readout Model Switching

Feb 19, 2023
Yazhe Li, Jorg Bornschein, Marcus Hutter

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Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies

Dec 15, 2022
Shivakanth Sujit, Pedro H. M. Braga, Jorg Bornschein, Samira Ebrahimi Kahou

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NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research

Nov 15, 2022
Jorg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuang Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, Diego de las Casas, Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei A. Rusu, Razvan Pascanu, Marc'Aurelio Ranzato

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Sequential Learning Of Neural Networks for Prequential MDL

Oct 14, 2022
Jorg Bornschein, Yazhe Li, Marcus Hutter

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Learning to Induce Causal Structure

Apr 11, 2022
Nan Rosemary Ke, Silvia Chiappa, Jane Wang, Jorg Bornschein, Theophane Weber, Anirudh Goyal, Matthew Botvinic, Michael Mozer, Danilo Jimenez Rezende

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