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Research Outputs

  1. 2021
  2. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation

    Puyol-Antón, E., Ruijsink, B., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R. & King, A. P., 21 Sep 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12903, p. 413-423 11 p.

    Research output: Contribution to journalConference paperpeer-review

  3. On Breaking Truss-Based Communities

    Chen, H., Conte, A., Grossi, R., Loukidis, G., Pissis, S. & Sweering, M., 14 Aug 2021, In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). p. 117-126 10 p.

    Research output: Contribution to journalConference paperpeer-review

  4. PT symmetry and renormalisation in quantum field theory

    Bender, C. M., Felski, A., Sarkar, S. & Klevansky, S., 15 Jun 2021, (Accepted/In press) In: Journal of Physics: Conference Series.

    Research output: Contribution to journalConference paperpeer-review

  5. How to Make Private Distributed Cardinality Estimation Practical, and Get Differential Privacy for Free

    Hu, C., Li, J., Liu, Z., Guo, X., Wei, Y., Guang, X., Loukidis, G. & Dong, C., 30 May 2021, In: Usenix Security Symposium (USENIX).

    Research output: Contribution to journalConference paperpeer-review

  6. Timepix3 as a solid-state time-projection chamber in particle and nuclear physics

    Acharya, B., Alexandre, J., Beneš, P., Bergmann, B., Bevan, A., Billoud, T., Branzas, H., Burian, P., Campbell, M., Cecchini, S., Cho, Y. M., de Montigny, M., de Roeck, A., Ellis, J. R., El Sawy, M. M. H., Fairbairn, M., Felea, D., Frank, M., Garvey, D., Hays, J. & 51 others, Hirt, A. M., Janecek, J., Kalliokoski, M., Korzenev, A., Lacarrère, D. H., Leroy, C., Levi, G., Lionti, A., Mánek, P., Maulik, A., Margiotta, A., Mauri, N., Mavromatos, N. E., Meduna, L., Mermod, P., Millward, L., Mitsou, V. A., Ostrovskiy, I., Ouimet, P. P., Papavassiliou, J., Parker, B., Patrizii, L., Pavalas, G. E., Pinfold, J. L., Popa, L. A., Popa, V., Pozzato, M., Pospíšil, S., Rajantie, A., de Austri, R. R., Sahnoun, Z., Sakellariadou, M., Santra, A., Sarkar, S., Semenoff, G., Shaa, A., Sirri, G., Sliwa, K., Smolyanskiy, P., Soluk, R., Spurio, M., Staelens, M., Suk, M., Tenti, M., Togo, V., Tuszynski, J. A., Upreti, A., Vento, V., Vives, O., Wall, A. & White, E., 15 Apr 2021, In: Proceedings of Science. 390, 720.

    Research output: Contribution to journalConference paperpeer-review

  7. Energy minimization for federated learning with IRS-assisted over-the-air computation

    Hu, Y., Chen, M., Chen, M., Yang, Z., Shikh-Bahaei, M., Poor, H. V. & Cui, S., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 3105-3109 5 p.

    Research output: Contribution to journalConference paperpeer-review

  8. Hierarchical attention-based temporal convolutional networks for EEG-based emotion recognition

    Li, C., Chen, B., Zhao, Z., Cummins, N. & Schuller, B. W., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 1240-1244 5 p.

    Research output: Contribution to journalConference paperpeer-review

  9. On keystroke pattern variability in virtual desktop infrastructure

    Kuzminykh, I., Ghita, B. & Silonosov, A., 2021, In: CEUR Workshop Proceedings. 2864, p. 238-248 11 p.

    Research output: Contribution to journalConference paperpeer-review

  10. Speech acoustic modelling from raw phase spectrum

    Loweimi, E., Cvetkovic, Z., Bell, P. & Renals, S., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 6738-6742 5 p.

    Research output: Contribution to journalConference paperpeer-review

  11. What makes you fupy ('food' + 'happy')? leveraging strategic maneuvering to build food coaching apps

    Musi, E., Palmieri, R., Mercuri, C., Giudici, A., Maiden, N., Hardman, C. & Borgo, R., 2021, In: CEUR Workshop Proceedings. 2937, p. 26-39 14 p.

    Research output: Contribution to journalConference paperpeer-review

  12. 2020
  13. Maximizing Approximately k-Submodular Functions

    Zheng, L., Chan, H., Loukidis, G. & Li, M., 22 Dec 2020, (Accepted/In press) In: SIAM International Conference on Data Mining (SDM) 2021.

    Research output: Contribution to journalConference paperpeer-review

  14. A novel experimental set-up for in-situ microstructural characterization during continuous strain path change

    Dhara, S., Taylor, S., Figiel, L., Shollock, B. & Hazra, S., 17 Nov 2020, In: IOP Conference Series: Materials Science and Engineering. 967, 1

    Research output: Contribution to journalConference paperpeer-review

  15. Hide and Mine in Strings: Hardness and Algorithms

    Bernardini, G., Conte, A., Gourdel, G., Grossi, R., Loukidis, G., Pisanti, N., Pissis, S., Punzi, G., Stougie, L. & Sweering, M., 20 Aug 2020, (Accepted/In press) In: IEEE International Conference on Data Mining (ICDM) 2020.

    Research output: Contribution to journalConference paperpeer-review

  16. Online Parameter Estimation of Hydraulic System Based on Stochastic Gradient Descent

    Yamada, T. & Howard, M., 11 Jun 2020, (Accepted/In press) In: Bath/ASME symposium on fluid power and motion control.

    Research output: Contribution to journalConference paperpeer-review

  17. String Sanitization Under Edit Distance

    Bernardini, G., Chen, H., Loukidis, G., Pisanti, N., Pissis, S., Stougie, L. & Sweering, M., 9 Jun 2020, In: Leibniz International Proceedings in Informatics, LIPIcs.

    Research output: Contribution to journalConference paperpeer-review

  18. Intriguing Properties of Adversarial ML Attacks in the Problem Space

    Pierazzi, F., Pendlebury, F., Cortellazzi, J. & Cavallaro, L., 18 May 2020, In: 2020 IEEE Symposium on Security and Privacy. p. 1332-1349 18 p.

    Research output: Contribution to journalConference paperpeer-review

  19. Learning-Oriented Assessment: More than the chalkface

    Leung, C., 6 Feb 2020, In: Educational Linguistics. 41, p. 85-106 22 p.

    Research output: Contribution to journalConference paperpeer-review

  20. Autonomous Steering of Concentric Tube Robots for Enhanced Force/Velocity Manipulability

    Khadem, M., O'Neill, J., Mitros, Z., Da Cruz, L. & Bergeles, C., 27 Jan 2020, In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 2197-2204 8 p.

    Research output: Contribution to journalConference paperpeer-review

  21. Instance-Optimality in the Noisy Value-and Comparison-Model: Accept, Accept, Strong Accept: Which Papers get in?

    Cohen-Addad, V., Mallmann-Trenn, F. & Mathieu, C., Jan 2020, In: Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms. 2020, p. 2124-2143 20 p.

    Research output: Contribution to journalConference paperpeer-review

  22. Complex dynamics in simple neural networks: Understanding gradient flow in phase retrieval

    Mannelli, S. S., Biroli, G., Cammarota, C., Krzakala, F., Urbani, P. & Zdeborová, L., 2020, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. 2020-December

    Research output: Contribution to journalConference paperpeer-review

  23. EVL: A typed higher-order functional language for events

    Alves, S., Fernández, M. & Ramos, M., 2020, In: Electronic Notes in Theoretical Computer Science. 351, p. 3-23 21 p.

    Research output: Contribution to journalConference paperpeer-review

  24. Integrating and analysing public procurement data through a knowledge graph: A demonstration in a nutshell

    Soylu, A., Corcho, O., Elvesæter, B., Badenes-Olmedo, C., Martinez, F. Y., Kovacic, M., Posinkovic, M., Makgill, I., Taggart, C., Simperl, E., Lech, T. C. & Roman, D., 2020, In: CEUR Workshop Proceedings. 2721, p. 34-38 5 p.

    Research output: Contribution to journalConference paperpeer-review

  25. Novel paradigm for the design of obviously strategyproof mechanisms

    Ferraioli, D., Meier, A., Penna, P. & Ventre, C., 2020, In: CEUR Workshop Proceedings. 2756, p. 184-189 6 p.

    Research output: Contribution to journalConference paperpeer-review

  26. On solving nominal disunification constraints

    Ayala-Rincon, M., Fernandez, M., Nantes-Sobrinho, D. & Val, D., 2020, In: Electronic Notes in Theoretical Computer Science. 348, p. 3-22 20 p.

    Research output: Contribution to journalConference paperpeer-review

  27. On the power of Louvain in the stochastic block model

    Cohen-Addad, V., Kosowski, A., Mallmann-Trenn, F. & Saulpic, D., 2020, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. 2020-December

    Research output: Contribution to journalConference paperpeer-review

  28. Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor Model

    Cammarota, C., Biroli, G., Sarao, S., Zdeborova, L. & Krzakala, F., 2020, In: 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. 33

    Research output: Contribution to journalConference paperpeer-review

  29. 2019
  30. Automated Optimal OSP Mechanisms for Set Systems: The Case of Small Domains

    Ferraioli, D., Meier, A., Penna, P. & Ventre, C., 3 Dec 2019, In: Lecture Notes in Computer Science. p. 171-185 15 p.

    Research output: Contribution to journalConference paperpeer-review

  31. 'A Contre-Silence: A Taxonomy of Maternal Grief in Maïssa Bey's "Puisque mon coeur est mort"'

    McIlvanney, S. J., Dec 2019, In: Women in French Studies. Special Issue 2019, p. 172-181 10 p.

    Research output: Contribution to journalConference paperpeer-review

  32. Random access performance for three coverage enhancement groups in NB-IoT networks

    Liu, Y., Deng, Y., Elkashlan, M. & Nallanathan, A., Dec 2019, In: 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). 9013330.

    Research output: Contribution to journalConference paperpeer-review

  33. Neuromorphic hardware accelerator for SNN inference based on STT-RAM crossbar arrays

    Kulkarni, S. R., Kadetotad, D. V., Yin, S., Seo, J. S. & Rajendran, B., Nov 2019, In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019. p. 438-441 4 p.

    Research output: Contribution to journalConference paperpeer-review

  34. Phase-change memory models for deep learning training and inference

    Nandakumar, S. R., Boybat, I., Joshi, V., Piveteau, C., Le Gallo, M., Rajendran, B., Sebastian, A. & Eleftheriou, E., Nov 2019, In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019. p. 727-730 4 p.

    Research output: Contribution to journalConference paperpeer-review

  35. The service-users of online contraception: a cohort study

    Rezel-Potts, E., Palmer, M. J., Free, C. & Baraitser, P., Nov 2019, In: The Lancet.

    Research output: Contribution to journalConference paperpeer-review

  36. “You Know What to Do”: Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks

    Mariconti, E., Suarez-Tangil, G., Blackburn, J., De Cristofaro, E., Kourtellis, N., Leontiadis, I., Serrano, J. L. & Stringhini, G., Nov 2019, In: Proceedings of the ACM on Human-Computer Interaction - CSCW. 3, CSCW, p. 1-21 207.

    Research output: Contribution to journalConference paperpeer-review

  37. An assessment of adoption and quality of linked data in European open government data

    Gonzalez, L. I., Millard, I., Glaser, H. & Simperl, E., 17 Oct 2019, In: Lecture Notes in Computer Science. 11779, p. 436-453

    Research output: Contribution to journalConference paperpeer-review

  38. Increasing the SNR of electrical AFM methods by active mechanical Q-control

    Kohl, D., Kerschner, C., Mesquida, P. & Schitter, G., 1 Sep 2019, In: IFAC-PapersOnLine. 52, 15, p. 307-312 6 p.

    Research output: Contribution to journalConference paperpeer-review

  39. Watchman routes for robot inspection

    Edelkamp, S. & Yu, Z., 17 Jul 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 179-190 12 p.

    Research output: Contribution to journalConference paperpeer-review

  40. Noidy conmunixatipn: On the convergence of the averaging population protocol

    Mallmann-Trenn, F., Maus, Y. & Pajak, D., 1 Jul 2019, In: Leibniz International Proceedings in Informatics, LIPIcs.

    Research output: Contribution to journalConference paperpeer-review

  41. Efficiently Reasoning with Interval Constraints in Forward Search Planning

    Coles, A., Coles, A., Martinez, M., Savas, E., Delfa, J. M., de la Rosa, T., E-Martín, Y. & García Olaya, A., Jul 2019, In: Proceedings of the AAAI Conference on Artificial Intelligence. 33, 1, p. 7562-7569

    Research output: Contribution to journalConference paperpeer-review

  42. How to spread a rumor: Call your neighbors or take a walk?

    Giakkoupis, G., Mallmann-Trenn, F. & Saribekyan, H., Jul 2019, In: Proceedings of the Annual ACM Symposium on Principles of Distributed Computing. p. 24-33 10 p.

    Research output: Contribution to journalConference paperpeer-review

  43. Using and improving mapathon data through hackathons

    Coetzee, S., Rautenbach, V., Green, C., Gama, K., Fourie, N., Goncalves, B. A. & Sastry, N., 4 Jun 2019, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 2/W13, p. 1525-1529 5 p.

    Research output: Contribution to journalConference paperpeer-review

  44. Computational memory-based inference and training of deep neural networks

    Sebastian, A., Boybat, I., Dazzi, M., Giannopoulos, I., Jonnalagadda, V., Joshi, V., Karunaratne, G., Kersting, B., Khaddam-Aljameh, R., Nandakumar, S. R., Petropoulos, A., Piveteau, C., Antonakopoulos, T., Rajendran, B., Gallo, M. L. & Eleftheriou, E., Jun 2019, In: Digest of Technical Papers - Symposium on VLSI Technology. p. T168-T169

    Research output: Contribution to journalConference paperpeer-review

  45. How to get the most from goods donated to charities

    Culley, C., Qi, J. & Ventre, C., 8 May 2019, In: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. p. 1910-1912 3 p.

    Research output: Contribution to journalConference paperpeer-review

  46. Obviously strategyproof mechanisms without money for scheduling

    Kyropoulou, M. & Ventre, C., 8 May 2019, In: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. p. 1574-1581 8 p.

    Research output: Contribution to journalConference paperpeer-review

  47. Muti-shell Diffusion MRI Harmonisation and Enhancement Challenge (MUSHAC): Progress and Results

    Ning, L., Bonet-Carne, E., Grussu, F., Sepehrband, F., Kaden, E., Veraart, J., Blumberg, S. B., Khoo, C. S., Palombo, M., Coll-Font, J., Scherrer, B., Warfield, S. K., Karayumak, S. C., Rathi, Y., Koppers, S., Weninger, L., Ebert, J., Merhof, D., Moyer, D., Pietsch, M. & 11 others, Christiaens, D., Teixeira, R., Tournier, J. D., Zhylka, A., Pluim, J., Parker, G., Rudrapatna, U., Evans, J., Charron, C., Jones, D. K. & Tax, C. W. M., 3 May 2019, In: Mathematics and Visualization. 226249, p. 217-224 8 p.

    Research output: Contribution to journalConference paperpeer-review

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