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  • 2021

    A hybrid local search framework for the dynamic capacitated arc routing problem

    Tong, H., Minku, L., Menzel, S., Sendhoff, B. & Yao, X., 7 Jul 2021, GECCO '21: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). New York: Association for Computing Machinery (ACM), p. 139-140 2 p. (Genetic and Evolutionary Computation Conference (GECCO)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • An adaptive model of gaze-based selection

    Chen, X., Acharya, A., Oulasvirta, A. & Howes, A., May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery , 11 p. 288. (CHI: Conference on Human Factors in Computing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Analysis in the broader, medium, and narrow autism phenotypes using fNIRS

    Rojas-Cisneros, M., Orihuela-Espina, F. & Montero-Hernández, S. A., 16 Apr 2021, Optics and the Brain, BRAIN 2021. OSA - The Optical Society, BW4B.4. (Optics and the Brain).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A network-flow reduction for the multi-robot goal allocation and motion planning problem

    Salvado, J., Mansouri, M. & Pecora, F., 5 Oct 2021, 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE). IEEE, p. 2194-2201 8 p. 9551640. (IEEE International Conference on Automation Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • An experimental study of class imbalance in federated learning

    Xiao, C. & Wang, S., 2 Oct 2021, (Accepted/In press) 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE Computer Society Press, (IEEE Symposium Series on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • An industrial self-learning robotic platform solution for smart factories industrial applications using machine and deep imitation learning

    Jadeja, Y., Shafik, M., Wood, P. & Stella, L., 10 Sep 2021, Advances in Manufacturing Technology XXXIV: Proceedings of the 18th International Conference on Manufacturing Research, incorporating the 35th National Conference on Manufacturing Research, 7–10 September 2021, University of Derby, Derby, UK. Shafik, M. & Case, K. (eds.). IOS Press, p. 119-124 6 p. (Advances in Transdisciplinary Engineering; vol. 15).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • An offline delegatable cryptocurrency system

    Li, R., Wang, Q., Zhang, X., Wang, Q., Galindo Chacon, D. & Xiang, Y., 24 Jun 2021, 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC). IEEE, (IEEE International Conference on Blockchain and Cryptocurrency (ICBC)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Apparently irrational choice as optimal sequential decision making

    Chen, H., Chang, H. J. & Howes, A., 18 May 2021, AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. AAAI Press, p. 792-800 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    15 Downloads (Pure)
  • Artificial neural networks as feature extractors in continuous evolutionary optimization

    Friess, S., Tiňo, P., Xu, Z., Menzel, S., Sendhoff, B. & Yao, X., 21 Sep 2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-9 9 p. 9533915. (International Joint Conference on Neural Networks (IJCNN)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Assessing smart contracts security technical debts

    Ahmadjee, S., Mera Gomez, C. & Bahsoon, R., May 2021, 2021 IEEE/ACM International Conference on Technical Debt (TechDebt). Association for Computing Machinery (ACM), Vol. 1. p. 6-15

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability

    Kovatchev, V., Smith, P., Lee, M. & Devine, R., 6 Aug 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics, ACL, Vol. 1. p. 1196-1206 11 p. (Proceedings of the conference - Association for Computational Linguistics. Meeting).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Characterization of a Raspberry Pi as the core for a low-cost multimodal EEG-fNIRS platform

    Arrieta, F. D. Á., Rojas Cisneros, M., Rivas, J. J., Castrejón, L. R., Sucar, L. E., Pérez-Andreu, J. & Orihuela-Espina, F., 9 Dec 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). IEEE, p. 1288-1291 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Class-attentive diffusion network for semi-supervised classification

    Lim, J., Um, D., Chang, H. J., Jo, D. U. & Choi, J. Y., 18 May 2021, AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. AAAI Press, p. 8601-8609 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Combining multi-robot motion planning and goal allocation using roadmaps

    Salvado, J., Mansouri, M. & Pecora, F., 18 Oct 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 10016-10022 7 p. 9560861. (IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • Domain theory in constructive and predicative univalent foundations

    De Jong, T. & Escardo, M., 13 Jan 2021, 29th EACSL Annual Conference on Computer Science Logic, CSL 2021. Baier, C. & Goubault-Larrecq, J. (eds.). Schloss Dagstuhl, 18 p. 28. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 183).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Exploiting generative models for performance predictions of 3D car designs

    Saha, S., Rios, T., Minku, L., Vas Stein, B., Wollstadt, P., Yao, X., Back, T., Sendhoff, B. & Menzel, S., 4 Oct 2021, (Accepted/In press) 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, (IEEE Symposium Series on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Exploiting linear interpolation of variational autoencoders for satisfying preferences in evolutionary design optimization

    Saha, S., Minku, L. L., Yao, X., Senhoff, B. & Menzel, S., 9 Aug 2021, 2021 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 1767-1776 10 p. 9504772. (Congress on Evolutionary Computation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Fine-grained generalization analysis of inductive matrix completion

    Ledent, A., Alves, R., Lei, Y. & Kloft, M., 1 Dec 2021, Advances in Neural Information Processing Systems 34. Ranzato, M., Beygelzimer, A., Liang, P. S., Vaughan, J. W. & Dauphin, Y. (eds.). NeurIPS, (Advances in neural information processing systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Fine-grained generalization analysis of vector-valued learning

    Wu, L., Ledent, A., Lei, Y. & Kloft, M., 18 May 2021, AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. AAAI Press, p. 10338-10346 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 12).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • FixBi: bridging domain spaces for unsupervised domain adaptation

    Na, J., Jung, H., Chang, H. J. & Hwang, W., 2 Nov 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 10 p. (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • FS-Net: fast shape-based network for category-level 6D object pose estimation with decoupled rotation mechanism

    Chen, W., Jia, X., Chang, H. J., Duan, J., Shen, L. & Leonardis, A., 2 Nov 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 1581 - 1590 (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Fully distributed verifiable random functions and their application to decentralised random beacons

    Galindo Chacon, D., Liu, J., Ordean, M. & Wong, J-M., 13 Nov 2021, 2021 IEEE European Symposium on Security and Privacy (EuroS&P). IEEE, p. 88-102 15 p. 9581233. (IEEE European Symposium on Security and Privacy (EuroS&P)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • FuzzyKey: comparing fuzzy cryptographic primitives on resource-constrained devices

    Zhang, M., Marin, E., Oswald, D. & Singelée, D., 22 Sep 2021, (Accepted/In press) 20th Smart Card Research and Advanced Application Conference - CARDIS 2021. Springer Verlag

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • Generalization guarantee of SGD for pairwise learning

    Lei, Y., Liu, M. & Ying, Y., 1 Dec 2021, Advances in Neural Information Processing Systems 34. Ranzato, M., Beygelzimer, A., Liang, P. S., Vaughan, J. W. & Dauphin, Y. (eds.). NeurIPS, (Advances in neural information processing systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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    3 Downloads (Pure)
  • Improved torsion-point attacks on SIDH variants

    de Quehen, V., Kutas, P., Leonardi, C., Martindale, C., Panny, L., Petit, C. & Stange, K. E., 11 Aug 2021, Advances in Cryptology – CRYPTO 2021 : 41st Annual International Cryptology Conference, CRYPTO 2021, Proceedings, Part III. Malkin, T. & Peikert, C. (eds.). Springer, p. 432-470 39 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12827 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Incorporating human behavior in VR compartmental simulation models

    Skull, R., Kitchen, W., Phoenix, D., Mackenzie, C., Allison, N., Hunt, R. & Stella, L., 8 Dec 2021, VRST '21: Proceedings of the 27th ACM Symposium on Virtual Reality Software and Technology. Itoh, Y., Takashima, K., Punpongsanon, P., Sra, M., Fujita, K., Yoshida, S. & Piumsomboon, T. (eds.). New York: Association for Computing Machinery (ACM), 3 p. 81. (ACM proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Interpreting node embedding with text-labeled graphs

    Serra, G., Xu, Z., Niepert, M., Lawrence, C., Tiňo, P. & Yao, X., 20 Sep 2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p. 9533692. (International Joint Conference on Neural Networks (IJCNN)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Learning sparsity of representations with discrete latent variables

    Xu, Z., Rubio, D. O., Serra, G. & Niepert, M., 20 Sep 2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-9 9 p. 9533762. (International Joint Conference on Neural Networks (IJCNN)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • More precise runtime analyses of non-elitist EAs in uncertain environments

    Lehre, P. K. & Qin, X., 26 Jun 2021, GECCO '21: Proceedings of the 2020 Genetic and Evolutionary Computation Conference. Chicano, F. (ed.). New York: Association for Computing Machinery (ACM), p. 1160-1168 9 p. (Genetic and Evolutionary Computation Conference (GECCO)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • MorpheesPlug: a toolkit for prototyping shape-changing interfaces

    Kim, H., Everitt, A., Tejada, C., Zhong, M. & Ashbrook, D., 6 May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 13 p. 101. (CHI: Conference on Human Factors in Computing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-objectivizing software configuration tuning

    Chen, T. & Li, M., 20 Aug 2021, ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Spinellis, D., Gousios, G., Chechik, M. & Di Penta, M. (eds.). Association for Computing Machinery (ACM), p. 453–465 13 p. (ACM proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Multi-stream online transfer learning for software effort estimation: is it necessary?

    Minku, L., 19 Aug 2021, PROMISE 2021: Proceedings of the 17th ACM International Conference on Predictive Models and Data Analytics in Software Engineering. McIntosh, S., Xia, X. & Amasaki, S. (eds.). Association for Computing Machinery (ACM), p. 11-20 10 p. (PROMISE: Predictor Models in Software Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Non-elitist evolutionary algorithms excel in fitness landscapes with sparse deceptive regions and dense valleys

    Dang, D-C., Eremeev, A. & Lehre, P. K., 26 Jun 2021, GECCO '21: Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). Association for Computing Machinery (ACM), p. 1133–1141 9 p. (Genetic and Evolutionary Computation Conference (GECCO)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Norm-based generalisation bounds for deep multi-class convolutional neural networks

    Ledent, A., Mustafa, W., Lei, Y. & Kloft, M., 18 May 2021, AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. AAAI Press, p. 8279-8287 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • One-way functions and malleability oracles: hidden shift attacks on isogeny-based protocols

    Kutas, P., Merz, S-P., Petit, C. & Weitkaemper, C., 16 Jun 2021, Advances in Cryptology – EUROCRYPT 2021: 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Zagreb, Croatia, October 17–21, 2021, Proceedings, Part I. Canteaut, A. & Standaert, F-X. (eds.). Springer, p. 242-271 30 p. (Lecture Notes in Computer Science; vol. 12696).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • On index calculus algorithms for subfield curves

    Galbraith, S. D., Granger, R., Merz, S-P. & Petit, C., 21 Jul 2021, Selected Areas in Cryptography - 27th International Conference, 2020, Revised Selected Papers. Dunkelman, O., Jacobson, Jr., M. J. & O’Flynn, C. (eds.). Springer, p. 115-138 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12804).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Optimal online dispatch for high-capacity shared autonomous mobility-on-demand systems

    Li, C., Parker, D. & Hao, Q., 18 Oct 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 7 p. (IEEE International Conference on Robotics and Automation (ICRA)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Optimized polynomial multiplier architectures for post-quantum KEM Saber

    Basso, A. & Sinha Roy, S., 25 Feb 2021, (Accepted/In press) DAC '21: Proceedings of the 58th Annual Design Automation Conference 2021. Association for Computing Machinery (ACM), (DAC: Design Automation Conference ).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • PLATYPUS: software-based power side-channel attacks on x86

    Lipp, M., Kogler, A., Oswald, D., Schwarz, M., Easdon, C., Canella, C. & Gruss, D., 26 Aug 2021, 2021 IEEE Symposium on Security and Privacy (SP). IEEE Computer Society Press, p. 355-371 17 p. (Proceedings of the IEEE Symposium on Security and Privacy).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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    139 Downloads (Pure)
  • Predicative aspects of order theory in univalent foundations

    De Jong, T. & Escardo, M., 6 Jul 2021, 6th International Conference on Formal Structures for Computation and Deduction (FSCD 2021). Kobayashi, N. (ed.). Schloss Dagstuhl, 18 p. 8. (LIPIcs: Leibniz International Proceedings in Informatics; vol. 195).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Root-of-trust abstractions for symbolic analysis: application to attestation protocols

    Fotiadis, G., Moreira-Sanchez, J., Giannetsos, T., Chen, L., Ronne, P. B., Ryan, M. & Ryan, P. Y. A., 8 Dec 2021, Security and Trust Management: 17th International Workshop, STM 2021, Darmstadt, Germany, October 8, 2021, Proceedings. Roman, R. & Zhou, J. (eds.). 1 ed. Springer, Cham, p. 163-184 22 p. (Lecture Notes in Computer Science; vol. 13075).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sampling-based robust control of autonomous systems with non-Gaussian noise

    Badings, T. S., Abate, A., Jansen, N., Parker, D., Poonawala, H. A. & Stoelinga, M., 1 Dec 2021, (Accepted/In press) AAAI'22 Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence. AAAI Press, (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • Second-order time delay reservoir computing for nonlinear time series problems

    Shi, X., Gao, J., Minku, L., Yu, J. & Yao, X., 4 Oct 2021, (Accepted/In press) 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, (IEEE Symposium Series on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Séta: Supersingular encryption from torsion attacks

    de Feo, L., de Saint Guilhem, C. D., Fouotsa, T. B., Kutas, P., Leroux, A., Petit, C., Silva, J. & Wesolowski, B., 2021, (Submitted) IACR-ASIACRYPT-2021.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sharp elements and apartness in domains

    De Jong, T., 29 Dec 2021, Proceedings 37th Conference on Mathematical Foundations of Programming Semantics. Electronic Proceedings in Theoretical Computer Science, p. 134–151 (Electronic Proceedings in Theoretical Computer Science; no. 351).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • Sharper generalization bounds for learning with gradient-dominated objective functions

    Lei, Y. & Ying, Y., 16 Jan 2021, International Conference on Learning Representations: ICLR 2021. OpenReview.net, p. 1-23 23 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • SimS: a simplification of SiGamal

    Fouotsa, T. B. & Petit, C., 15 Jul 2021, Post-Quantum Cryptography: 12th International Workshop, PQCrypto 2021, Daejeon, South Korea, July 20–22, 2021, Proceedings. Cheon, J. H. & Tillich, J-P. (eds.). Springer, p. 277-295 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12841 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • SOMiMS - topographic mapping in the model space

    Chen, X., Shen, Y., Zavala, E., Tsaneva-Atanasova, K., Upton, T., Russell, G. & Tino, P., 23 Nov 2022, Intelligent Data Engineering and Automated Learning – IDEAL 2021 : 22nd International Conference, IDEAL 2021 Manchester, UK, November 25–27, 2021 Proceedings. Yin, H., Camacho, D., Tino, P., Allmendinger, R., Tallón-Ballesteros, A. J., Tang, K., Cho, S-B., Novais, P. & Nascimento, S. (eds.). Springer Nature, p. 502-510 9 p. (Lecture Notes in Computer Science; vol. 13113).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Stability and differential privacy of stochastic gradient descent for pairwise learning with non-smooth loss

    Yang, Z., Lei, Y., Lyu, S. & Ying, Y., 15 Apr 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. Banerjee, A. & Fukumizu, K. (eds.). p. 2026-2034 9 p. (Proceedings of Machine Learning Research; vol. 130).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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  • Stability and generalization of stochastic gradient methods for minimax problems

    Lei, Y., Yang, Z., Yang, T. & Ying, Y., 18 Jul 2021, Proceedings of ICML 2021. Meila, M. & Zhang, T. (eds.). JMLR , p. 6175-6186 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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