Kesidis G - Search Results

1

A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes.

Qiu Z, Miller DJ, Kesidis G. Qiu Z, et al. Among authors: kesidis g. IEEE Trans Neural Netw Learn Syst. 2017 Apr;28(4):917-933. doi: 10.1109/TNNLS.2016.2514401. Epub 2016 Jan 26. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 26829808

2

Instance-level constraint-based semisupervised learning with imposed space-partitioning.

Raghuram J, Miller DJ, Kesidis G. Raghuram J, et al. Among authors: kesidis g. IEEE Trans Neural Netw Learn Syst. 2014 Aug;25(8):1520-37. doi: 10.1109/TNNLS.2013.2294459. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 25050949

3

Detection of Backdoors in Trained Classifiers Without Access to the Training Set.

Xiang Z, Miller DJ, Kesidis G. Xiang Z, et al. Among authors: kesidis g. IEEE Trans Neural Netw Learn Syst. 2022 Mar;33(3):1177-1191. doi: 10.1109/TNNLS.2020.3041202. Epub 2022 Feb 28. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 33326384

4

Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions.

Aksu Y, Miller DJ, Kesidis G, Yang QX. Aksu Y, et al. Among authors: kesidis g. IEEE Trans Neural Netw. 2010 May;21(5):701-17. doi: 10.1109/TNN.2010.2041069. Epub 2010 Feb 25. IEEE Trans Neural Netw. 2010. PMID: 20194055 Free PMC article.

5

When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time.

Miller D, Wang Y, Kesidis G. Miller D, et al. Among authors: kesidis g. Neural Comput. 2019 Aug;31(8):1624-1670. doi: 10.1162/neco_a_01209. Epub 2019 Jul 1. Neural Comput. 2019. PMID: 31260390

6

Detecting Scene-Plausible Perceptible Backdoors in Trained DNNs Without Access to the Training Set.

Xiang Z, Miller DJ, Wang H, Kesidis G. Xiang Z, et al. Among authors: kesidis g. Neural Comput. 2021 Apr 13;33(5):1329-1371. doi: 10.1162/neco_a_01376. Neural Comput. 2021. PMID: 33617746

7

Emergent unsupervised clustering paradigms with potential application to bioinformatics.

Miller DJ, Wang Y, Kesidis G. Miller DJ, et al. Among authors: kesidis g. Front Biosci. 2008 Jan 1;13:677-90. doi: 10.2741/2711. Front Biosci. 2008. PMID: 17981579 Review.

8

Unsupervised, low latency anomaly detection of algorithmically generated domain names by generative probabilistic modeling.

Raghuram J, Miller DJ, Kesidis G. Raghuram J, et al. Among authors: kesidis g. J Adv Res. 2014 Jul;5(4):423-33. doi: 10.1016/j.jare.2014.01.001. Epub 2014 Jan 9. J Adv Res. 2014. PMID: 25685511 Free PMC article.

9

An MRI-derived definition of MCI-to-AD conversion for long-term, automatic prognosis of MCI patients.

Aksu Y, Miller DJ, Kesidis G, Bigler DC, Yang QX. Aksu Y, et al. Among authors: kesidis g. PLoS One. 2011;6(10):e25074. doi: 10.1371/journal.pone.0025074. Epub 2011 Oct 12. PLoS One. 2011. PMID: 22022375 Free PMC article.

10

HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter.

Keltner JR, Fennema-Notestine C, Vaida F, Wang D, Franklin DR, Dworkin RH, Sanders C, McCutchan JA, Archibald SL, Miller DJ, Kesidis G, Cushman C, Kim SM, Abramson I, Taylor MJ, Theilmann RJ, Julaton MD, Notestine RJ, Corkran S, Cherner M, Duarte NA, Alexander T, Robinson-Papp J, Gelman BB, Simpson DM, Collier AC, Marra CM, Morgello S, Brown G, Grant I, Atkinson JH, Jernigan TL, Ellis RJ; CHARTER Group. Keltner JR, et al. Among authors: kesidis g. J Neurovirol. 2014 Jun;20(3):209-18. doi: 10.1007/s13365-014-0236-8. Epub 2014 Feb 19. J Neurovirol. 2014. PMID: 24549970 Free PMC article.

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