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600 Publications
2017 | Conference Paper | IST-REx-ID: 1108 | 
Learning theory for conditional risk minimization
A. Zimin, C. Lampert, in:, ML Research Press, 2017, pp. 213–222.
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A. Zimin, C. Lampert, in:, ML Research Press, 2017, pp. 213–222.
2017 | Journal Article | IST-REx-ID: 909 |
On the lengths of curves passing through boundary points of a planar convex shape
A. Akopyan, V. Vysotsky, The American Mathematical Monthly 124 (2017) 588–596.
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A. Akopyan, V. Vysotsky, The American Mathematical Monthly 124 (2017) 588–596.
2017 | Conference Paper | IST-REx-ID: 431 |
QSGD: Communication-efficient SGD via gradient quantization and encoding
D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnović, in:, Neural Information Processing Systems Foundation, 2017, pp. 1710–1721.
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D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnović, in:, Neural Information Processing Systems Foundation, 2017, pp. 1710–1721.
2017 | Conference Paper | IST-REx-ID: 549 |
Causality-based model checking
B. Finkbeiner, A. Kupriyanov, in:, Electronic Proceedings in Theoretical Computer Science, Open Publishing Association, 2017, pp. 31–38.
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B. Finkbeiner, A. Kupriyanov, in:, Electronic Proceedings in Theoretical Computer Science, Open Publishing Association, 2017, pp. 31–38.
2017 | Conference Paper | IST-REx-ID: 999 |
Multi-task learning with labeled and unlabeled tasks
A. Pentina, C. Lampert, in:, ML Research Press, 2017, pp. 2807–2816.
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A. Pentina, C. Lampert, in:, ML Research Press, 2017, pp. 2807–2816.
2017 | Conference Paper | IST-REx-ID: 485
Single sideband microwave to optical photon conversion-an-electro-optic-realization
A.R. Rueda Sanchez, F. Sedlmeir, M. Collodo, U. Vogl, B. Stiller, G. Schunk, D. Strekalov, C. Marquardt, J.M. Fink, O. Painter, G. Leuchs, H. Schwefel, in:, Optics InfoBase Conference Papers, Optica Publishing Group, 2017.
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A.R. Rueda Sanchez, F. Sedlmeir, M. Collodo, U. Vogl, B. Stiller, G. Schunk, D. Strekalov, C. Marquardt, J.M. Fink, O. Painter, G. Leuchs, H. Schwefel, in:, Optics InfoBase Conference Papers, Optica Publishing Group, 2017.
2017 | Journal Article | IST-REx-ID: 675
Surface enhanced infrared absorption of chemisorbed carbon monoxide using plasmonic nanoantennas
J. Haase, S. Bagiante, H. Sigg, J. Van Bokhoven, Optics Letters 42 (2017) 1931–1934.
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J. Haase, S. Bagiante, H. Sigg, J. Van Bokhoven, Optics Letters 42 (2017) 1931–1934.
2017 | Journal Article | IST-REx-ID: 459 |
Invasive Ameisen in Europa: Wie sie sich ausbreiten und die heimische Fauna verändern
S. Cremer, Rundgespräche Forum Ökologie 46 (2017) 105–116.
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S. Cremer, Rundgespräche Forum Ökologie 46 (2017) 105–116.
2017 | Conference Paper | IST-REx-ID: 432 |
ZipML: Training linear models with end-to-end low precision, and a little bit of deep learning
H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, C. Zhang, in:, Proceedings of Machine Learning Research, ML Research Press, 2017, pp. 4035–4043.
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H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, C. Zhang, in:, Proceedings of Machine Learning Research, ML Research Press, 2017, pp. 4035–4043.
2017 | Conference Paper | IST-REx-ID: 274 |
A faster approximation algorithm for the Gibbs partition function
V. Kolmogorov, in:, Proceedings of the 31st Conference On Learning Theory, ML Research Press, 2017, pp. 228–249.
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V. Kolmogorov, in:, Proceedings of the 31st Conference On Learning Theory, ML Research Press, 2017, pp. 228–249.