Krzysztof Maziarz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Interactive Dynamic Influence Diagrams

Planning Problems

Top Venues

J. Chem. Inf. Model.

Publications

Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Marwin H. S. Segler, José Miguel Hernández-Lobato
Retro-fallback: retrosynthetic planning in an uncertain world. ICLR (2024)
Piotr Gainski, Michal Koziarski, Krzysztof Maziarz, Marwin H. S. Segler, Jacek Tabor, Marek Smieja
RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets. CoRR (2024)
Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Marwin H. S. Segler, José Miguel Hernández-Lobato
Retro-fallback: retrosynthetic planning in an uncertain world. CoRR (2023)
Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gainski, Philipp Seidl, Marwin H. S. Segler
Re-evaluating Retrosynthesis Algorithms with Syntheseus. CoRR (2023)
Jessica Lanini, Gianluca Santarossa, Finton Sirockin, Richard A. Lewis, Nikolas Fechner, Hubert Misztela, Sarah Lewis, Krzysztof Maziarz, Megan Stanley, Marwin H. S. Segler, Nikolaus Stiefl, Nadine Schneider
PREFER: A New Predictive Modeling Framework for Molecular Discovery. J. Chem. Inf. Model. 63 (15) (2023)
Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
Retrosynthetic Planning with Dual Value Networks. ICML (2023)
Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
Retrosynthetic Planning with Dual Value Networks. CoRR (2023)
Hagen Muenkler, Hubert Misztela, Michal Pikusa, Marwin H. S. Segler, Nadine Schneider, Krzysztof Maziarz
Are VAEs Bad at Reconstructing Molecular Graphs? CoRR (2023)
Krzysztof Maziarz, Henry Richard Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marwin H. S. Segler, Marc Brockschmidt
Learning to Extend Molecular Scaffolds with Structural Motifs. ICLR (2022)
Megan Stanley, John Bronskill, Krzysztof Maziarz, Hubert Misztela, Jessica Lanini, Marwin H. S. Segler, Nadine Schneider, Marc Brockschmidt
FS-Mol: A Few-Shot Learning Dataset of Molecules. NeurIPS Datasets and Benchmarks (2021)
Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
Hashing modulo alpha-equivalence. PLDI (2021)
Krzysztof Maziarz, Anna Krason, Zbigniew Wojna
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays. CoRR (2021)
Zbigniew Wojna, Krzysztof Maziarz, Lukasz Jocz, Robert Paluba, Robert Kozikowski, Iasonas Kokkinos
Holistic Multi-View Building Analysis in the Wild with Projection Pooling. AAAI (2021)
Krzysztof Maziarz, Henry Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marc Brockschmidt
Learning to Extend Molecular Scaffolds with Structural Motifs. CoRR (2021)
Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
Hashing Modulo Alpha-Equivalence. CoRR (2021)
Zbigniew Wojna, Krzysztof Maziarz, Lukasz Jocz, Robert Paluba, Robert Kozikowski, Iasonas Kokkinos
Holistic Multi-View Building Analysis in the Wild with Projection Pooling. CoRR (2020)
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent
Gumbel-Matrix Routing for Flexible Multi-task Learning. CoRR (2019)
Krzysztof Maziarz, Andrey Khorlin, Quentin de Laroussilhe, Andrea Gesmundo
Evolutionary-Neural Hybrid Agents for Architecture Search. CoRR (2018)
Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. ICLR (Poster) (2017)
Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. CoRR (2017)