[{"publication_identifier":{"isbn":["9781538664209"]},"month":"06","language":[{"iso":"eng"}],"doi":"10.1109/cvpr.2018.00389","conference":{"name":"CVPR: Conference on Computer Vision and Pattern Recognition","start_date":"2018-06-18","location":"Salt Lake City, UT, USA","end_date":"2018-06-22"},"project":[{"name":"Discrete Optimization in Computer Vision: Theory and Practice","call_identifier":"FP7","grant_number":"616160","_id":"25FBA906-B435-11E9-9278-68D0E5697425"}],"quality_controlled":"1","isi":1,"oa":1,"main_file_link":[{"url":"https://arxiv.org/abs/1604.08269","open_access":"1"}],"external_id":{"arxiv":["1604.08269"],"isi":["000457843603087"]},"ec_funded":1,"date_created":"2018-12-11T11:45:33Z","date_updated":"2023-09-11T13:24:43Z","author":[{"first_name":"Pritish","last_name":"Mohapatra","full_name":"Mohapatra, Pritish"},{"full_name":"Rolinek, Michal","last_name":"Rolinek","first_name":"Michal","id":"3CB3BC06-F248-11E8-B48F-1D18A9856A87"},{"first_name":"C V","last_name":"Jawahar","full_name":"Jawahar, C V"},{"first_name":"Vladimir","last_name":"Kolmogorov","id":"3D50B0BA-F248-11E8-B48F-1D18A9856A87","full_name":"Kolmogorov, Vladimir"},{"first_name":"M Pawan","last_name":"Kumar","full_name":"Kumar, M Pawan"}],"publisher":"IEEE","department":[{"_id":"VlKo"}],"publication_status":"published","year":"2018","article_processing_charge":"No","day":"28","scopus_import":"1","date_published":"2018-06-28T00:00:00Z","page":"3693-3701","citation":{"ista":"Mohapatra P, Rolinek M, Jawahar CV, Kolmogorov V, Kumar MP. 2018. Efficient optimization for rank-based loss functions. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition, 3693–3701.","apa":"Mohapatra, P., Rolinek, M., Jawahar, C. V., Kolmogorov, V., & Kumar, M. P. (2018). Efficient optimization for rank-based loss functions. In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 3693–3701). Salt Lake City, UT, USA: IEEE. https://doi.org/10.1109/cvpr.2018.00389","ieee":"P. Mohapatra, M. Rolinek, C. V. Jawahar, V. Kolmogorov, and M. P. Kumar, “Efficient optimization for rank-based loss functions,” in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, USA, 2018, pp. 3693–3701.","ama":"Mohapatra P, Rolinek M, Jawahar CV, Kolmogorov V, Kumar MP. Efficient optimization for rank-based loss functions. In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE; 2018:3693-3701. doi:10.1109/cvpr.2018.00389","chicago":"Mohapatra, Pritish, Michal Rolinek, C V Jawahar, Vladimir Kolmogorov, and M Pawan Kumar. “Efficient Optimization for Rank-Based Loss Functions.” In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 3693–3701. IEEE, 2018. https://doi.org/10.1109/cvpr.2018.00389.","mla":"Mohapatra, Pritish, et al. “Efficient Optimization for Rank-Based Loss Functions.” 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 3693–701, doi:10.1109/cvpr.2018.00389.","short":"P. Mohapatra, M. Rolinek, C.V. Jawahar, V. Kolmogorov, M.P. Kumar, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 3693–3701."},"publication":"2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition","abstract":[{"text":"The accuracy of information retrieval systems is often measured using complex loss functions such as the average precision (AP) or the normalized discounted cumulative gain (NDCG). Given a set of positive and negative samples, the parameters of a retrieval system can be estimated by minimizing these loss functions. However, the non-differentiability and non-decomposability of these loss functions does not allow for simple gradient based optimization algorithms. This issue is generally circumvented by either optimizing a structured hinge-loss upper bound to the loss function or by using asymptotic methods like the direct-loss minimization framework. Yet, the high computational complexity of loss-augmented inference, which is necessary for both the frameworks, prohibits its use in large training data sets. To alleviate this deficiency, we present a novel quicksort flavored algorithm for a large class of non-decomposable loss functions. We provide a complete characterization of the loss functions that are amenable to our algorithm, and show that it includes both AP and NDCG based loss functions. Furthermore, we prove that no comparison based algorithm can improve upon the computational complexity of our approach asymptotically. We demonstrate the effectiveness of our approach in the context of optimizing the structured hinge loss upper bound of AP and NDCG loss for learning models for a variety of vision tasks. We show that our approach provides significantly better results than simpler decomposable loss functions, while requiring a comparable training time.","lang":"eng"}],"type":"conference","oa_version":"Preprint","title":"Efficient optimization for rank-based loss functions","status":"public","_id":"273","user_id":"c635000d-4b10-11ee-a964-aac5a93f6ac1"},{"article_number":"167601","date_updated":"2023-09-11T13:39:50Z","date_created":"2018-12-11T11:45:38Z","volume":121,"author":[{"last_name":"Zibrov","first_name":"Alexander","full_name":"Zibrov, Alexander"},{"first_name":"Rao","last_name":"Peng","id":"47C23AC6-02D0-11E9-BD0E-99399A5D3DEB","orcid":"0000-0003-1250-0021","full_name":"Peng, Rao"},{"first_name":"Carlos","last_name":"Kometter","full_name":"Kometter, Carlos"},{"first_name":"Jia","last_name":"Li","full_name":"Li, Jia"},{"first_name":"Cory","last_name":"Dean","full_name":"Dean, Cory"},{"last_name":"Taniguchi","first_name":"Takashi","full_name":"Taniguchi, Takashi"},{"full_name":"Watanabe, Kenji","last_name":"Watanabe","first_name":"Kenji"},{"full_name":"Serbyn, Maksym","first_name":"Maksym","last_name":"Serbyn","id":"47809E7E-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-2399-5827"},{"full_name":"Young, Andrea","last_name":"Young","first_name":"Andrea"}],"publication_status":"published","department":[{"_id":"MaSe"}],"publisher":"American Physical Society","year":"2018","acknowledgement":"The experimental work at UCSB was funded by the National Science Foundation under Grant No. DMR- 1654186. Work at Columbia was supported by the National Science Foundation under Grant No. DMR- 1507788. K. W. and T. T. acknowledge support from the Elemental Strategy Initiative conducted by the Ministry of Education, Culture, Sports, Science and Technology, Japan, and the Japan Society for the Promotion of Science KAKENHI Grant No. JP15K21722. E. M. S. acknowledges the support of the Elings Fellowship from the California Nanosystems Institute at the University of California, Santa Barbara. A. F. Y. acknowledges the support of the David and Lucile Packard foundation and the Sloan Foundation. Measurements made use of a dilution refrigerator funded through the Major Research Instrumentation program of the U.S. National Science Foundation under Grant No. DMR- 1531389, and the MRL Shared Experimental Facilities, which are supported by the MRSEC Program of the U.S. National Science Foundation under Grant No. DMR- 1720256.","month":"10","language":[{"iso":"eng"}],"doi":"10.1103/PhysRevLett.121.167601","isi":1,"quality_controlled":"1","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/1805.01038"}],"external_id":{"isi":["000447307500007"],"arxiv":["1805.01038"]},"oa":1,"abstract":[{"lang":"eng","text":"We report on quantum capacitance measurements of high quality, graphite- and hexagonal boron nitride encapsulated Bernal stacked trilayer graphene devices. At zero applied magnetic field, we observe a number of electron density- and electrical displacement-tuned features in the electronic compressibility associated with changes in Fermi surface topology. At high displacement field and low density, strong trigonal warping gives rise to emergent Dirac gullies centered near the corners of the hexagonal Brillouin and related by three fold rotation symmetry. At low magnetic fields of B=1.25~T, the gullies manifest as a change in the degeneracy of the Landau levels from two to three. Weak incompressible states are also observed at integer filling within these triplets Landau levels, which a Hartree-Fock analysis indicates are associated with Coulomb-driven nematic phases that spontaneously break rotation symmetry."}],"issue":"16","type":"journal_article","oa_version":"Preprint","title":"Emergent dirac gullies and gully-symmetry-breaking quantum hall states in ABA trilayer graphene","status":"public","intvolume":" 121","_id":"289","user_id":"c635000d-4b10-11ee-a964-aac5a93f6ac1","day":"19","article_processing_charge":"No","scopus_import":"1","date_published":"2018-10-19T00:00:00Z","article_type":"original","publication":"Physical Review Letters","citation":{"ista":"Zibrov A, Rao P, Kometter C, Li J, Dean C, Taniguchi T, Watanabe K, Serbyn M, Young A. 2018. Emergent dirac gullies and gully-symmetry-breaking quantum hall states in ABA trilayer graphene. Physical Review Letters. 121(16), 167601.","ieee":"A. Zibrov et al., “Emergent dirac gullies and gully-symmetry-breaking quantum hall states in ABA trilayer graphene,” Physical Review Letters, vol. 121, no. 16. American Physical Society, 2018.","apa":"Zibrov, A., Rao, P., Kometter, C., Li, J., Dean, C., Taniguchi, T., … Young, A. (2018). Emergent dirac gullies and gully-symmetry-breaking quantum hall states in ABA trilayer graphene. Physical Review Letters. American Physical Society. https://doi.org/10.1103/PhysRevLett.121.167601","ama":"Zibrov A, Rao P, Kometter C, et al. Emergent dirac gullies and gully-symmetry-breaking quantum hall states in ABA trilayer graphene. Physical Review Letters. 2018;121(16). doi:10.1103/PhysRevLett.121.167601","chicago":"Zibrov, Alexander, Peng Rao, Carlos Kometter, Jia Li, Cory Dean, Takashi Taniguchi, Kenji Watanabe, Maksym Serbyn, and Andrea Young. “Emergent Dirac Gullies and Gully-Symmetry-Breaking Quantum Hall States in ABA Trilayer Graphene.” Physical Review Letters. American Physical Society, 2018. https://doi.org/10.1103/PhysRevLett.121.167601.","mla":"Zibrov, Alexander, et al. “Emergent Dirac Gullies and Gully-Symmetry-Breaking Quantum Hall States in ABA Trilayer Graphene.” Physical Review Letters, vol. 121, no. 16, 167601, American Physical Society, 2018, doi:10.1103/PhysRevLett.121.167601.","short":"A. Zibrov, P. Rao, C. Kometter, J. Li, C. Dean, T. Taniguchi, K. Watanabe, M. Serbyn, A. Young, Physical Review Letters 121 (2018)."}},{"type":"journal_article","abstract":[{"text":"In this paper, we discuss biological effects of electromagnetic (EM) fields in the context of cancer biology. In particular, we review the nanomechanical properties of microtubules (MTs), the latter being one of the most successful targets for cancer therapy. We propose an investigation on the coupling of electromagnetic radiation to mechanical vibrations of MTs as an important basis for biological and medical applications. In our opinion, optomechanical methods can accurately monitor and control the mechanical properties of isolated MTs in a liquid environment. Consequently, studying nanomechanical properties of MTs may give useful information for future applications to diagnostic and therapeutic technologies involving non-invasive externally applied physical fields. For example, electromagnetic fields or high intensity ultrasound can be used therapeutically avoiding harmful side effects of chemotherapeutic agents or classical radiation therapy.","lang":"eng"}],"issue":"8","_id":"287","user_id":"c635000d-4b10-11ee-a964-aac5a93f6ac1","title":"Electromagnetic fields and optomechanics In cancer diagnostics and treatment","status":"public","intvolume":" 23","oa_version":"Submitted Version","scopus_import":"1","day":"01","article_processing_charge":"No","publication":"Frontiers in Bioscience - Landmark","citation":{"chicago":"Salari, Vahid, Shabir Barzanjeh, Michal Cifra, Christoph Simon, Felix Scholkmann, Zahra Alirezaei, and Jack Tuszynski. “Electromagnetic Fields and Optomechanics In Cancer Diagnostics and Treatment.” Frontiers in Bioscience - Landmark. Frontiers in Bioscience, 2018. https://doi.org/10.2741/4651.","short":"V. Salari, S. Barzanjeh, M. Cifra, C. Simon, F. Scholkmann, Z. Alirezaei, J. Tuszynski, Frontiers in Bioscience - Landmark 23 (2018) 1391–1406.","mla":"Salari, Vahid, et al. “Electromagnetic Fields and Optomechanics In Cancer Diagnostics and Treatment.” Frontiers in Bioscience - Landmark, vol. 23, no. 8, Frontiers in Bioscience, 2018, pp. 1391–406, doi:10.2741/4651.","ieee":"V. Salari et al., “Electromagnetic fields and optomechanics In cancer diagnostics and treatment,” Frontiers in Bioscience - Landmark, vol. 23, no. 8. Frontiers in Bioscience, pp. 1391–1406, 2018.","apa":"Salari, V., Barzanjeh, S., Cifra, M., Simon, C., Scholkmann, F., Alirezaei, Z., & Tuszynski, J. (2018). Electromagnetic fields and optomechanics In cancer diagnostics and treatment. Frontiers in Bioscience - Landmark. Frontiers in Bioscience. https://doi.org/10.2741/4651","ista":"Salari V, Barzanjeh S, Cifra M, Simon C, Scholkmann F, Alirezaei Z, Tuszynski J. 2018. Electromagnetic fields and optomechanics In cancer diagnostics and treatment. Frontiers in Bioscience - Landmark. 23(8), 1391–1406.","ama":"Salari V, Barzanjeh S, Cifra M, et al. Electromagnetic fields and optomechanics In cancer diagnostics and treatment. Frontiers in Bioscience - Landmark. 2018;23(8):1391-1406. doi:10.2741/4651"},"page":"1391 - 1406","date_published":"2018-03-01T00:00:00Z","ec_funded":1,"year":"2018","acknowledgement":"The work of SB has been supported by the European Unions Horizon 2020 research and innovation program under the Marie Sklodowska Curie grant agreement No MSC-IF 707438 SUPEREOM. JAT gratefully acknowledges funding support from NSERC (Canada) for his research. MC acknowledges support from the Czech Science Foundation, projects 15-17102S and 17-11898S and he participates in COST Action BM1309, CA15211 and bilateral exchange project between Czech and Slovak Academies of Sciences, SAV-15-22.","pmid":1,"publication_status":"published","publisher":"Frontiers in Bioscience","department":[{"_id":"JoFi"}],"author":[{"full_name":"Salari, Vahid","last_name":"Salari","first_name":"Vahid"},{"first_name":"Shabir","last_name":"Barzanjeh","id":"2D25E1F6-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0003-0415-1423","full_name":"Barzanjeh, Shabir"},{"first_name":"Michal","last_name":"Cifra","full_name":"Cifra, Michal"},{"full_name":"Simon, Christoph","first_name":"Christoph","last_name":"Simon"},{"last_name":"Scholkmann","first_name":"Felix","full_name":"Scholkmann, Felix"},{"first_name":"Zahra","last_name":"Alirezaei","full_name":"Alirezaei, Zahra"},{"last_name":"Tuszynski","first_name":"Jack","full_name":"Tuszynski, Jack"}],"date_updated":"2023-09-11T13:38:14Z","date_created":"2018-12-11T11:45:37Z","volume":23,"month":"03","oa":1,"external_id":{"isi":["000439042800001"],"pmid":["29293441"]},"main_file_link":[{"open_access":"1","url":"https://www.bioscience.org/2018/v23/af/4651/fulltext.htm"}],"isi":1,"quality_controlled":"1","project":[{"_id":"258047B6-B435-11E9-9278-68D0E5697425","grant_number":"707438","call_identifier":"H2020","name":"Microwave-to-Optical Quantum Link: Quantum Teleportation and Quantum Illumination with cavity Optomechanics SUPEREOM"}],"doi":"10.2741/4651","language":[{"iso":"eng"}]},{"quality_controlled":"1","isi":1,"project":[{"call_identifier":"FP7","name":"International IST Postdoc Fellowship Programme","grant_number":"291734","_id":"25681D80-B435-11E9-9278-68D0E5697425"}],"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/1402.0815"}],"oa":1,"external_id":{"arxiv":["1402.0815"],"isi":["000425685900006"]},"language":[{"iso":"eng"}],"doi":"10.1145/3078632","month":"01","publication_status":"published","department":[{"_id":"UlWa"}],"publisher":"ACM","year":"2018","date_updated":"2023-09-11T13:38:49Z","date_created":"2018-12-11T11:46:24Z","volume":65,"author":[{"last_name":"Matoušek","first_name":"Jiří","full_name":"Matoušek, Jiří"},{"full_name":"Sedgwick, Eric","first_name":"Eric","last_name":"Sedgwick"},{"full_name":"Tancer, Martin","orcid":"0000-0002-1191-6714","id":"38AC689C-F248-11E8-B48F-1D18A9856A87","last_name":"Tancer","first_name":"Martin"},{"first_name":"Uli","last_name":"Wagner","id":"36690CA2-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-1494-0568","full_name":"Wagner, Uli"}],"related_material":{"record":[{"status":"public","relation":"earlier_version","id":"2157"}]},"article_number":"5","publist_id":"7398","ec_funded":1,"article_type":"original","publication":"Journal of the ACM","citation":{"apa":"Matoušek, J., Sedgwick, E., Tancer, M., & Wagner, U. (2018). Embeddability in the 3-Sphere is decidable. Journal of the ACM. ACM. https://doi.org/10.1145/3078632","ieee":"J. Matoušek, E. Sedgwick, M. Tancer, and U. Wagner, “Embeddability in the 3-Sphere is decidable,” Journal of the ACM, vol. 65, no. 1. ACM, 2018.","ista":"Matoušek J, Sedgwick E, Tancer M, Wagner U. 2018. Embeddability in the 3-Sphere is decidable. Journal of the ACM. 65(1), 5.","ama":"Matoušek J, Sedgwick E, Tancer M, Wagner U. Embeddability in the 3-Sphere is decidable. Journal of the ACM. 2018;65(1). doi:10.1145/3078632","chicago":"Matoušek, Jiří, Eric Sedgwick, Martin Tancer, and Uli Wagner. “Embeddability in the 3-Sphere Is Decidable.” Journal of the ACM. ACM, 2018. https://doi.org/10.1145/3078632.","short":"J. Matoušek, E. Sedgwick, M. Tancer, U. Wagner, Journal of the ACM 65 (2018).","mla":"Matoušek, Jiří, et al. “Embeddability in the 3-Sphere Is Decidable.” Journal of the ACM, vol. 65, no. 1, 5, ACM, 2018, doi:10.1145/3078632."},"date_published":"2018-01-01T00:00:00Z","scopus_import":"1","day":"01","article_processing_charge":"No","status":"public","title":"Embeddability in the 3-Sphere is decidable","intvolume":" 65","_id":"425","user_id":"c635000d-4b10-11ee-a964-aac5a93f6ac1","oa_version":"Preprint","type":"journal_article","abstract":[{"text":"We show that the following algorithmic problem is decidable: given a 2-dimensional simplicial complex, can it be embedded (topologically, or equivalently, piecewise linearly) in R3? By a known reduction, it suffices to decide the embeddability of a given triangulated 3-manifold X into the 3-sphere S3. The main step, which allows us to simplify X and recurse, is in proving that if X can be embedded in S3, then there is also an embedding in which X has a short meridian, that is, an essential curve in the boundary of X bounding a disk in S3 \\ X with length bounded by a computable function of the number of tetrahedra of X.","lang":"eng"}],"issue":"1"},{"issue":"7","abstract":[{"lang":"eng","text":"Maladapted individuals can only colonise a new habitat if they can evolve a\r\npositive growth rate fast enough to avoid extinction, a process known as evolutionary\r\nrescue. We treat log fitness at low density in the new habitat as a\r\nsingle polygenic trait and thus use the infinitesimal model to follow the evolution\r\nof the growth rate; this assumes that the trait values of offspring of a\r\nsexual union are normally distributed around the mean of the parents’ trait\r\nvalues, with variance that depends only on the parents’ relatedness. The\r\nprobability that a single migrant can establish depends on just two parameters:\r\nthe mean and genetic variance of the trait in the source population.\r\nThe chance of success becomes small if migrants come from a population\r\nwith mean growth rate in the new habitat more than a few standard deviations\r\nbelow zero; this chance depends roughly equally on the probability\r\nthat the initial founder is unusually fit, and on the subsequent increase in\r\ngrowth rate of its offspring as a result of selection. The loss of genetic variation\r\nduring the founding event is substantial, but highly variable. With\r\ncontinued migration at rate M, establishment is inevitable; when migration\r\nis rare, the expected time to establishment decreases inversely with M.\r\nHowever, above a threshold migration rate, the population may be trapped\r\nin a ‘sink’ state, in which adaptation is held back by gene flow; above this\r\nthreshold, the expected time to establishment increases exponentially with M. This threshold behaviour is captured by a deterministic approximation,\r\nwhich assumes a Gaussian distribution of the trait in the founder population\r\nwith mean and variance evolving deterministically. By assuming a constant\r\ngenetic variance, we also develop a diffusion approximation for the joint distribution\r\nof population size and trait mean, which extends to include stabilising\r\nselection and density regulation. Divergence of the population from its\r\nancestors causes partial reproductive isolation, which we measure through\r\nthe reproductive value of migrants into the newly established population."}],"type":"journal_article","file":[{"access_level":"open_access","file_name":"bartonetheridge.pdf","file_size":2287682,"content_type":"application/pdf","creator":"nbarton","relation":"main_file","file_id":"7199","checksum":"0b96f6db47e3e91b5e7d103b847c239d","date_updated":"2020-07-14T12:47:09Z","date_created":"2019-12-21T09:36:39Z"}],"oa_version":"Submitted Version","_id":"564","user_id":"c635000d-4b10-11ee-a964-aac5a93f6ac1","intvolume":" 122","title":"Establishment in a new habitat by polygenic adaptation","ddc":["519","576"],"status":"public","has_accepted_license":"1","article_processing_charge":"No","day":"01","scopus_import":"1","date_published":"2018-07-01T00:00:00Z","citation":{"chicago":"Barton, Nicholas H, and Alison Etheridge. “Establishment in a New Habitat by Polygenic Adaptation.” Theoretical Population Biology. Academic Press, 2018. https://doi.org/10.1016/j.tpb.2017.11.007.","mla":"Barton, Nicholas H., and Alison Etheridge. “Establishment in a New Habitat by Polygenic Adaptation.” Theoretical Population Biology, vol. 122, no. 7, Academic Press, 2018, pp. 110–27, doi:10.1016/j.tpb.2017.11.007.","short":"N.H. Barton, A. Etheridge, Theoretical Population Biology 122 (2018) 110–127.","ista":"Barton NH, Etheridge A. 2018. Establishment in a new habitat by polygenic adaptation. Theoretical Population Biology. 122(7), 110–127.","ieee":"N. H. Barton and A. Etheridge, “Establishment in a new habitat by polygenic adaptation,” Theoretical Population Biology, vol. 122, no. 7. Academic Press, pp. 110–127, 2018.","apa":"Barton, N. H., & Etheridge, A. (2018). Establishment in a new habitat by polygenic adaptation. Theoretical Population Biology. Academic Press. https://doi.org/10.1016/j.tpb.2017.11.007","ama":"Barton NH, Etheridge A. Establishment in a new habitat by polygenic adaptation. Theoretical Population Biology. 2018;122(7):110-127. doi:10.1016/j.tpb.2017.11.007"},"publication":"Theoretical Population Biology","page":"110-127","article_type":"original","publist_id":"7250","ec_funded":1,"file_date_updated":"2020-07-14T12:47:09Z","related_material":{"record":[{"id":"9842","relation":"research_data","status":"public"}]},"author":[{"full_name":"Barton, Nicholas H","last_name":"Barton","first_name":"Nicholas H","orcid":"0000-0002-8548-5240","id":"4880FE40-F248-11E8-B48F-1D18A9856A87"},{"full_name":"Etheridge, Alison","first_name":"Alison","last_name":"Etheridge"}],"volume":122,"date_updated":"2023-09-11T13:41:22Z","date_created":"2018-12-11T11:47:12Z","year":"2018","publisher":"Academic Press","department":[{"_id":"NiBa"}],"publication_status":"published","month":"07","doi":"10.1016/j.tpb.2017.11.007","language":[{"iso":"eng"}],"tmp":{"name":"Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc/4.0/legalcode","image":"/images/cc_by_nc.png","short":"CC BY-NC (4.0)"},"oa":1,"external_id":{"isi":["000440392900014"]},"project":[{"call_identifier":"FP7","name":"Limits to selection in biology and in evolutionary computation","_id":"25B07788-B435-11E9-9278-68D0E5697425","grant_number":"250152"}],"quality_controlled":"1","isi":1}]