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8915 Publications


2020 | Conference Paper | IST-REx-ID: 9415 | OA
Kurtz, M., Kopinsky, J., Gelashvili, R., Matveev, A., Carr, J., Goin, M., … Alistarh, D.-A. (2020). Inducing and exploiting activation sparsity for fast neural network inference. In 37th International Conference on Machine Learning, ICML 2020 (Vol. 119, pp. 5533–5543). Online.
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2020 | Published | Journal Article | IST-REx-ID: 9526 | OA
Choi, J., Lyons, D. B., Kim, M. Y., Moore, J. D., & Zilberman, D. (2020). DNA methylation and histone H1 jointly repress transposable elements and aberrant intragenic transcripts. Molecular Cell. Elsevier. https://doi.org/10.1016/j.molcel.2019.10.011
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2020 | Published | Journal Article | IST-REx-ID: 9573 | OA
He, X., & Kwan, M. A. (2020). Universality of random permutations. Bulletin of the London Mathematical Society. Wiley. https://doi.org/10.1112/blms.12345
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2020 | Published | Journal Article | IST-REx-ID: 9576 | OA
Bucić, M., Kwan, M. A., Pokrovskiy, A., & Sudakov, B. (2020). Halfway to Rota’s basis conjecture. International Mathematics Research Notices. Oxford University Press. https://doi.org/10.1093/imrn/rnaa004
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2020 | Published | Journal Article | IST-REx-ID: 9577 | OA
Kwan, M. A., & Sudakov, B. (2020). Ramsey graphs induce subgraphs of quadratically many sizes. International Mathematics Research Notices. Oxford University Press. https://doi.org/10.1093/imrn/rny064
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2020 | Published | Journal Article | IST-REx-ID: 9578 | OA
Bucić, M., Kwan, M. A., Pokrovskiy, A., Sudakov, B., Tran, T., & Wagner, A. Z. (2020). Nearly-linear monotone paths in edge-ordered graphs. Israel Journal of Mathematics. Springer. https://doi.org/10.1007/s11856-020-2035-7
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2020 | Published | Journal Article | IST-REx-ID: 9581 | OA
Kwan, M. A. (2020). Almost all Steiner triple systems have perfect matchings. Proceedings of the London Mathematical Society. Wiley. https://doi.org/10.1112/plms.12373
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2020 | Published | Journal Article | IST-REx-ID: 9582 | OA
Kwan, M. A., Letzter, S., Sudakov, B., & Tran, T. (2020). Dense induced bipartite subgraphs in triangle-free graphs. Combinatorica. Springer. https://doi.org/10.1007/s00493-019-4086-0
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2020 | Published | Journal Article | IST-REx-ID: 9583 | OA
Ferber, A., & Kwan, M. A. (2020). Almost all Steiner triple systems are almost resolvable. Forum of Mathematics. Cambridge University Press. https://doi.org/10.1017/fms.2020.29
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2020 | Published | Journal Article | IST-REx-ID: 9630 | OA
Edelsbrunner, H., Virk, Z., & Wagner, H. (2020). Topological data analysis in information space. Journal of Computational Geometry. Carleton University. https://doi.org/10.20382/jocg.v11i2a7
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2020 | Published | Conference Paper | IST-REx-ID: 9631 | OA
Aksenov, V., Alistarh, D.-A., & Korhonen, J. (2020). Scalable belief propagation via relaxed scheduling. In Advances in Neural Information Processing Systems (Vol. 33, pp. 22361–22372). Vancouver, Canada: Curran Associates.
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2020 | Published | Conference Paper | IST-REx-ID: 9632 | OA
Singh, S. P., & Alistarh, D.-A. (2020). WoodFisher: Efficient second-order approximation for neural network compression. In Advances in Neural Information Processing Systems (Vol. 33, pp. 18098–18109). Vancouver, Canada: Curran Associates.
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2020 | Published | Conference Paper | IST-REx-ID: 9633 | OA
Confavreux, B. J., Zenke, F., Agnes, E. J., Lillicrap, T., & Vogels, T. P. (2020). A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network. In Advances in Neural Information Processing Systems (Vol. 33, pp. 16398–16408). Vancouver, Canada.
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2020 | Published | Journal Article | IST-REx-ID: 9658 | OA
Cheng, B., Ceriotti, M., & Tribello, G. A. (2020). Classical nucleation theory predicts the shape of the nucleus in homogeneous solidification. The Journal of Chemical Physics. AIP Publishing. https://doi.org/10.1063/1.5134461
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2020 | Published | Journal Article | IST-REx-ID: 9664 | OA
Cheng, B., & Frenkel, D. (2020). Computing the heat conductivity of fluids from density fluctuations. Physical Review Letters. American Physical Society. https://doi.org/10.1103/physrevlett.125.130602
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2020 | Published | Journal Article | IST-REx-ID: 9666 | OA
Reinhardt, A., Pickard, C. J., & Cheng, B. (2020). Predicting the phase diagram of titanium dioxide with random search and pattern recognition. Physical Chemistry Chemical Physics. Royal Society of Chemistry. https://doi.org/10.1039/d0cp02513e
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2020 | Published | Journal Article | IST-REx-ID: 9671 | OA
Monserrat, B., Brandenburg, J. G., Engel, E. A., & Cheng, B. (2020). Liquid water contains the building blocks of diverse ice phases. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-020-19606-y
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2020 | Published | Journal Article | IST-REx-ID: 9675
Cheng, B., Griffiths, R.-R., Wengert, S., Kunkel, C., Stenczel, T., Zhu, B., … Csanyi, G. (2020). Mapping materials and molecules. Accounts of Chemical Research. American Chemical Society. https://doi.org/10.1021/acs.accounts.0c00403
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2020 | Published | Journal Article | IST-REx-ID: 9685 | OA
Cheng, B., Mazzola, G., Pickard, C. J., & Ceriotti, M. (2020). Evidence for supercritical behaviour of high-pressure liquid hydrogen. Nature. Springer Nature. https://doi.org/10.1038/s41586-020-2677-y
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2020 | Submitted | Preprint | IST-REx-ID: 9699 | OA
Monserrat, B., Brandenburg, J. G., Engel, E. A., & Cheng, B. (n.d.). Extracting ice phases from liquid water: Why a machine-learning water model generalizes so well. arXiv. https://doi.org/10.48550/arXiv.2006.13316
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