Search Results - "Tyrolski, Michał"

Enhancing antigenic peptide discovery: Improved MHC-I binding prediction and methodology by Giziński, Stanisław, Preibisch, Grzegorz, Kucharski, Piotr, Tyrolski, Michał, Rembalski, Michał, Grzegorczyk, Piotr, Gambin, Anna

“…The Major Histocompatibility Complex (MHC) is a critical element of the vertebrate cellular immune system, responsible for presenting peptides derived from…”
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What Matters in Hierarchical Search for Combinatorial Reasoning Problems? by Zawalski, Michał, Góral, Gracjan, Tyrolski, Michał, Wiśnios, Emilia, Budrowski, Franciszek, Kuciński, Łukasz, Miłoś, Piotr

“…Efficiently tackling combinatorial reasoning problems, particularly the notorious NP-hard tasks, remains a significant challenge for AI research. Recent…”
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Hierarchical Transformers Are More Efficient Language Models by Nawrot, Piotr, Tworkowski, Szymon, Tyrolski, Michał, Kaiser, Łukasz, Wu, Yuhuai, Szegedy, Christian, Michalewski, Henryk

“…Transformer models yield impressive results on many NLP and sequence modeling tasks. Remarkably, Transformers can handle long sequences which allows them to…”
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Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search by Zawalski, Michał, Tyrolski, Michał, Czechowski, Konrad, Odrzygóźdź, Tomasz, Stachura, Damian, Piękos, Piotr, Wu, Yuhuai, Kuciński, Łukasz, Miłoś, Piotr

“…Complex reasoning problems contain states that vary in the computational cost required to determine a good action plan. Taking advantage of this property, we…”
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