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8915 Publications
2020 | Conference Paper | IST-REx-ID: 9415 | 
Inducing and exploiting activation sparsity for fast neural network inference
M. Kurtz, J. Kopinsky, R. Gelashvili, A. Matveev, J. Carr, M. Goin, W. Leiserson, S. Moore, B. Nell, N. Shavit, D.-A. Alistarh, in:, 37th International Conference on Machine Learning, ICML 2020, 2020, pp. 5533–5543.
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M. Kurtz, J. Kopinsky, R. Gelashvili, A. Matveev, J. Carr, M. Goin, W. Leiserson, S. Moore, B. Nell, N. Shavit, D.-A. Alistarh, in:, 37th International Conference on Machine Learning, ICML 2020, 2020, pp. 5533–5543.
2020 | Published | Journal Article | IST-REx-ID: 9526 |
DNA methylation and histone H1 jointly repress transposable elements and aberrant intragenic transcripts
J. Choi, D.B. Lyons, M.Y. Kim, J.D. Moore, D. Zilberman, Molecular Cell 77 (2020) 310–323.e7.
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J. Choi, D.B. Lyons, M.Y. Kim, J.D. Moore, D. Zilberman, Molecular Cell 77 (2020) 310–323.e7.
2020 | Published | Journal Article | IST-REx-ID: 9573 |
Universality of random permutations
X. He, M.A. Kwan, Bulletin of the London Mathematical Society 52 (2020) 515–529.
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X. He, M.A. Kwan, Bulletin of the London Mathematical Society 52 (2020) 515–529.
2020 | Published | Journal Article | IST-REx-ID: 9576 |
Halfway to Rota’s basis conjecture
M. Bucić, M.A. Kwan, A. Pokrovskiy, B. Sudakov, International Mathematics Research Notices 2020 (2020) 8007–8026.
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M. Bucić, M.A. Kwan, A. Pokrovskiy, B. Sudakov, International Mathematics Research Notices 2020 (2020) 8007–8026.
2020 | Published | Journal Article | IST-REx-ID: 9577 |
Ramsey graphs induce subgraphs of quadratically many sizes
M.A. Kwan, B. Sudakov, International Mathematics Research Notices 2020 (2020) 1621–1638.
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M.A. Kwan, B. Sudakov, International Mathematics Research Notices 2020 (2020) 1621–1638.
2020 | Published | Journal Article | IST-REx-ID: 9578 |
Nearly-linear monotone paths in edge-ordered graphs
M. Bucić, M.A. Kwan, A. Pokrovskiy, B. Sudakov, T. Tran, A.Z. Wagner, Israel Journal of Mathematics 238 (2020) 663–685.
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M. Bucić, M.A. Kwan, A. Pokrovskiy, B. Sudakov, T. Tran, A.Z. Wagner, Israel Journal of Mathematics 238 (2020) 663–685.
2020 | Published | Journal Article | IST-REx-ID: 9581 |
Almost all Steiner triple systems have perfect matchings
M.A. Kwan, Proceedings of the London Mathematical Society 121 (2020) 1468–1495.
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M.A. Kwan, Proceedings of the London Mathematical Society 121 (2020) 1468–1495.
2020 | Published | Journal Article | IST-REx-ID: 9582 |
Dense induced bipartite subgraphs in triangle-free graphs
M.A. Kwan, S. Letzter, B. Sudakov, T. Tran, Combinatorica 40 (2020) 283–305.
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M.A. Kwan, S. Letzter, B. Sudakov, T. Tran, Combinatorica 40 (2020) 283–305.
2020 | Published | Journal Article | IST-REx-ID: 9583 |
Almost all Steiner triple systems are almost resolvable
A. Ferber, M.A. Kwan, Forum of Mathematics 8 (2020).
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A. Ferber, M.A. Kwan, Forum of Mathematics 8 (2020).
2020 | Published | Journal Article | IST-REx-ID: 9630 |
Topological data analysis in information space
H. Edelsbrunner, Z. Virk, H. Wagner, Journal of Computational Geometry 11 (2020) 162–182.
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H. Edelsbrunner, Z. Virk, H. Wagner, Journal of Computational Geometry 11 (2020) 162–182.
2020 | Published | Conference Paper | IST-REx-ID: 9631 |
Scalable belief propagation via relaxed scheduling
V. Aksenov, D.-A. Alistarh, J. Korhonen, in:, Advances in Neural Information Processing Systems, Curran Associates, 2020, pp. 22361–22372.
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V. Aksenov, D.-A. Alistarh, J. Korhonen, in:, Advances in Neural Information Processing Systems, Curran Associates, 2020, pp. 22361–22372.
2020 | Published | Conference Paper | IST-REx-ID: 9632 |
WoodFisher: Efficient second-order approximation for neural network compression
S.P. Singh, D.-A. Alistarh, in:, Advances in Neural Information Processing Systems, Curran Associates, 2020, pp. 18098–18109.
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S.P. Singh, D.-A. Alistarh, in:, Advances in Neural Information Processing Systems, Curran Associates, 2020, pp. 18098–18109.
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
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B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
2020 | Published | Journal Article | IST-REx-ID: 9658 |
Classical nucleation theory predicts the shape of the nucleus in homogeneous solidification
B. Cheng, M. Ceriotti, G.A. Tribello, The Journal of Chemical Physics 152 (2020).
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B. Cheng, M. Ceriotti, G.A. Tribello, The Journal of Chemical Physics 152 (2020).
2020 | Published | Journal Article | IST-REx-ID: 9664 |
Computing the heat conductivity of fluids from density fluctuations
B. Cheng, D. Frenkel, Physical Review Letters 125 (2020).
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B. Cheng, D. Frenkel, Physical Review Letters 125 (2020).
2020 | Published | Journal Article | IST-REx-ID: 9666 |
Predicting the phase diagram of titanium dioxide with random search and pattern recognition
A. Reinhardt, C.J. Pickard, B. Cheng, Physical Chemistry Chemical Physics 22 (2020) 12697–12705.
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A. Reinhardt, C.J. Pickard, B. Cheng, Physical Chemistry Chemical Physics 22 (2020) 12697–12705.
2020 | Published | Journal Article | IST-REx-ID: 9671 |
Liquid water contains the building blocks of diverse ice phases
B. Monserrat, J.G. Brandenburg, E.A. Engel, B. Cheng, Nature Communications 11 (2020).
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B. Monserrat, J.G. Brandenburg, E.A. Engel, B. Cheng, Nature Communications 11 (2020).
2020 | Published | Journal Article | IST-REx-ID: 9675
Mapping materials and molecules
B. Cheng, R.-R. Griffiths, S. Wengert, C. Kunkel, T. Stenczel, B. Zhu, V.L. Deringer, N. Bernstein, J.T. Margraf, K. Reuter, G. Csanyi, Accounts of Chemical Research 53 (2020) 1981–1991.
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B. Cheng, R.-R. Griffiths, S. Wengert, C. Kunkel, T. Stenczel, B. Zhu, V.L. Deringer, N. Bernstein, J.T. Margraf, K. Reuter, G. Csanyi, Accounts of Chemical Research 53 (2020) 1981–1991.
2020 | Published | Journal Article | IST-REx-ID: 9685 |
Evidence for supercritical behaviour of high-pressure liquid hydrogen
B. Cheng, G. Mazzola, C.J. Pickard, M. Ceriotti, Nature 585 (2020) 217–220.
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B. Cheng, G. Mazzola, C.J. Pickard, M. Ceriotti, Nature 585 (2020) 217–220.
2020 | Submitted | Preprint | IST-REx-ID: 9699 |
Extracting ice phases from liquid water: Why a machine-learning water model generalizes so well
B. Monserrat, J.G. Brandenburg, E.A. Engel, B. Cheng, ArXiv (n.d.).
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B. Monserrat, J.G. Brandenburg, E.A. Engel, B. Cheng, ArXiv (n.d.).