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pro vyhledávání: '"Grosse, Julia"'
Autor:
Grosse, Julia, Wu, Ruotian, Rashid, Ahmad, Hennig, Philipp, Poupart, Pascal, Kristiadi, Agustinus
Tree search algorithms such as greedy and beam search are the standard when it comes to finding sequences of maximum likelihood in the decoding processes of large language models (LLMs). However, they are myopic since they do not take the complete ro
Externí odkaz:
http://arxiv.org/abs/2407.03951
Large language models (LLMs) can significantly be improved by aligning to human preferences -- the so-called reinforcement learning from human feedback (RLHF). However, the cost of fine-tuning an LLM is prohibitive for many users. Due to their abilit
Externí odkaz:
http://arxiv.org/abs/2406.07780
Bayesian optimization is a popular formalism for global optimization, but its computational costs limit it to expensive-to-evaluate functions. A competing, computationally more efficient, global optimization framework is optimistic optimization, whic
Externí odkaz:
http://arxiv.org/abs/2209.00895
Exciting contemporary machine learning problems have recently been phrased in the classic formalism of tree search -- most famously, the game of Go. Interestingly, the state-space underlying these sequential decision-making problems often posses a mo
Externí odkaz:
http://arxiv.org/abs/2106.08717
Autor:
Große, Julia1 (AUTHOR) julia.grosse@charite.de, Huppertz, Charlotte2 (AUTHOR), Röh, Astrid3 (AUTHOR), Oertel, Viola4 (AUTHOR), Andresen, Sara5 (AUTHOR), Schade, Niklas6,7 (AUTHOR), Goerke-Arndt, Franziska8 (AUTHOR), Kastinger, Anna9 (AUTHOR), Schoofs, Nikola1 (AUTHOR), Thomann, Philipp Arthur10 (AUTHOR), Henkel, Karsten2 (AUTHOR), Malchow, Berend6 (AUTHOR), Plag, Jens1 (AUTHOR), Terziska, Aleksandra1 (AUTHOR), Brand, Ralf11 (AUTHOR), Helmig, Frank5 (AUTHOR), Schorb, Alexander9 (AUTHOR), Wedekind, Dirk6 (AUTHOR), Jockers-Scherübl, Maria8 (AUTHOR), Schneider, Frank12 (AUTHOR)
Publikováno v:
European Archives of Psychiatry & Clinical Neuroscience. Apr2024, Vol. 274 Issue 3, p709-721. 13p.
Publikováno v:
Philosophical Transactions: Mathematical, Physical and Engineering Sciences, 2020 Oct 01. 378(2181), 1-16.
Externí odkaz:
https://www.jstor.org/stable/26933313
Autor:
Grosse, Julia
Even though Sweden is considered a high trust society, research on this topic is primarily based on a few standardized survey questions. It is also known that there is a robust pattern of less trustful young people compared to older ones. Still, a sa
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:esh:diva-1535