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708 Publications

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2020 | Published | Conference Paper | IST-REx-ID: 14187 |

Stochastic Frank-Wolfe for constrained finite-sum minimization
G. Négiar, G. Dresdner, A. Tsai, L.E. Ghaoui, F. Locatello, R.M. Freund, F. Pedregosa, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 7253–7262.

[Preprint] View | Download Preprint (ext.) | arXiv

2020 | Published | Conference Paper | IST-REx-ID: 14188 |

Weakly-supervised disentanglement without compromises
F. Locatello, B. Poole, G. Rätsch, B. Schölkopf, O. Bachem, M. Tschannen, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 6348–6359.

[Preprint] View | Download Preprint (ext.) | arXiv

2020 | Published | Journal Article | IST-REx-ID: 14195 |

A sober look at the unsupervised learning of disentangled representations and their evaluation
F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, Journal of Machine Learning Research 21 (2020).

[Published Version] View | Download Published Version (ext.) | arXiv

2020 | Published | Conference Paper | IST-REx-ID: 14326 |

Object-centric learning with slot attention
F. Locatello, D. Weissenborn, T. Unterthiner, A. Mahendran, G. Heigold, J. Uszkoreit, A. Dosovitskiy, T. Kipf, in:, 34th International Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2020, pp. 11525–11538.

[Preprint] View | Download Preprint (ext.) | arXiv

2020 | Research Data | IST-REx-ID: 14592 |

STL-files for 3D-printed grid holders described in Fäßler F, Zens B, et al.; 3D printed cell culture grid holders for improved cellular specimen preparation in cryo-electron microscopy
F.K. Schur, (2020).

[Published Version] View | Files available | DOI

2020 | Published | Journal Article | IST-REx-ID: 14694 |

The Dyson equation with linear self-energy: Spectral bands, edges and cusps
J. Alt, L. Erdös, T.H. Krüger, Documenta Mathematica 25 (2020) 1421–1539.

[Published Version] View | Files available | DOI | arXiv

2020 | Published | Journal Article | IST-REx-ID: 179 |

Density of rational points on a quadric bundle in ℙ3×ℙ3
T.D. Browning, R. Heath Brown, Duke Mathematical Journal 169 (2020) 3099–3165.

[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv

2020 | Published | Journal Article | IST-REx-ID: 17902

Voltage-induced single-molecule junction planarization
Y. Zang, E.-D. Fung, T. Fu, S. Ray, M.H. Garner, A. Borges, M.L. Steigerwald, S. Patil, G. Solomon, L. Venkataraman, Nano Letters 21 (2020) 673–679.

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2020 | Published | Journal Article | IST-REx-ID: 17903

Too cool for blackbody radiation: Overbias photon emission in ambient STM due to multielectron processes
E.-D. Fung, L. Venkataraman, Nano Letters 20 (2020) 8912–8918.

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2020 | Published | Journal Article | IST-REx-ID: 17904

Cyclopropenylidenes as strong carbene anchoring groups on Au surfaces
E.A. Doud, R.L. Starr, G. Kladnik, A. Voevodin, E. Montes, N.P. Arasu, Y. Zang, P. Zahl, A. Morgante, L. Venkataraman, H. Vázquez, D. Cvetko, X. Roy, Journal of the American Chemical Society 142 (2020) 19902–19906.

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2020 | Published | Journal Article | IST-REx-ID: 17905

Synthesis and electronic properties of pyridine end-capped cyclopentadithiophene-vinylene oligomers
F.G. Guijarro, S. Medina Rivero, S. Gunasekaran, I. Arretxea, R. Ponce Ortiz, R. Caballero, P. de la Cruz, F. Langa, L. Venkataraman, J. Casado, RSC Advances 10 (2020) 41264–41271.

[Published Version] View | DOI | PubMed | Europe PMC

2020 | Published | Journal Article | IST-REx-ID: 17906

Cumulene wires display increasing conductance with increasing length
Y. Zang, T. Fu, Q. Zou, F. Ng, H. Li, M.L. Steigerwald, C. Nuckolls, L. Venkataraman, Nano Letters 20 (2020) 8415–8419.

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2020 | Published | Journal Article | IST-REx-ID: 17907

Tight-binding analysis of helical states in carbyne
S. Gunasekaran, L. Venkataraman, The Journal of Chemical Physics 153 (2020).

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2020 | Published | Journal Article | IST-REx-ID: 17908 |

Mechanically tunable quantum interference in ferrocene-based single-molecule junctions
M. Camarasa-Gómez, D. Hernangómez-Pérez, M.S. Inkpen, G. Lovat, E.-D. Fung, X. Roy, L. Venkataraman, F. Evers, Nano Letters 20 (2020) 6381–6386.

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2020 | Published | Journal Article | IST-REx-ID: 17909

Single-electron currents in designer single-cluster devices
S. Gunasekaran, D.A. Reed, D.W. Paley, A.K. Bartholomew, L. Venkataraman, M.L. Steigerwald, X. Roy, C. Nuckolls, Journal of the American Chemical Society 142 (2020) 14924–14932.

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2020 | Published | Journal Article | IST-REx-ID: 17910

Using deep learning to identify molecular junction characteristics
T. Fu, Y. Zang, Q. Zou, C. Nuckolls, L. Venkataraman, Nano Letters 20 (2020) 3320–3325.

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2020 | Published | Journal Article | IST-REx-ID: 17911 |

Unsupervised feature recognition in single-molecule break junction data
A. Magyarkuti, N. Balogh, Z. Balogh, L. Venkataraman, A. Halbritter, Nanoscale 12 (2020) 8355–8363.

[Published Version] View | DOI | Download Published Version (ext.) | arXiv

2020 | Published | Journal Article | IST-REx-ID: 17912

Gold–carbon contacts from oxidative addition of aryl iodides
R.L. Starr, T. Fu, E.A. Doud, I. Stone, X. Roy, L. Venkataraman, Journal of the American Chemical Society 142 (2020) 7128–7133.

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2020 | Published | Journal Article | IST-REx-ID: 17913

Visualizing quantum interference in molecular junctions
S. Gunasekaran, J.E. Greenwald, L. Venkataraman, Nano Letters 20 (2020) 2843–2848.

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2020 | Published | Journal Article | IST-REx-ID: 17914

Solitonics with polyacetylenes
D. Hernangómez-Pérez, S. Gunasekaran, L. Venkataraman, F. Evers, Nano Letters 20 (2020) 2615–2619.

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