College of Commerce and Economics

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  • 2021

    Robust quantum classifier with minimal overhead

    Park, D. K., Blank, C. & Petruccione, F., 2021 Jul 18, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

  • 2020

    Differentially Private Generation of Social Networks via Exponential Random Graph Models

    Liu, F., Eugenio, E., Jin, I. H. & Bowen, C., 2020 Jul, Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020. Chan, W. K., Claycomb, B., Takakura, H., Yang, J-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1695-1700 6 p. 9202793. (Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020).

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

    5 Citations (Scopus)
  • 2019

    Automatic correction of lithography hotspots with a deep generative model

    Sim, W., Lee, K., Yang, D., Jeong, J., Hong, J. S., Lee, S. & Lee, H., 2019, Optical Microlithography XXXII. Kye, J. & Owa, S. (eds.). SPIE, 1096105. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10961).

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

    8 Citations (Scopus)
  • Incremental learning with unlabeled data in the wild

    Lee, K., Lee, K., Shin, J. & Lee, H., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 29-32 4 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

  • Overcoming catastrophic forgetting with unlabeled data in the wild

    Lee, K., Lee, K., Shin, J. & Lee, H., 2019 Oct, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 312-321 10 p. 9010368. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

    38 Citations (Scopus)
  • Robust inference via generative classifiers for handling noisy labels

    Lee, K., Yun, S., Lee, K., Lee, H., Li, B. & Shin, J., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 6688-6697 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

    9 Citations (Scopus)
  • 2018

    Hierarchical Novelty Detection for Visual Object Recognition

    Lee, K., Lee, K., Min, K., Zhang, Y., Shin, J. & Lee, H., 2018 Dec 14, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 1034-1042 9 p. 8578212. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    33 Citations (Scopus)
  • 2017

    Towards understanding the invertibility of convolutional neural networks

    Gilbert, A. C., Zhang, Y., Lee, K., Zhang, Y. & Lee, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1703-1710 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

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

    Open Access
    14 Citations (Scopus)
  • 2016

    Augmenting supervised neural networks with unsupervised objectives for large-scale image classification

    Zhang, Y., Lee, K. & Lee, H., 2016, 33rd International Conference on Machine Learning, ICML 2016. Balcan, M. F. & Weinberger, K. Q. (eds.). International Machine Learning Society (IMLS), p. 939-957 19 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 2).

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

    32 Citations (Scopus)
  • 2015

    On the equivalence of linear discriminant analysis and least squares

    Lee, K. & Kim, J., 2015 Jun 1, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, p. 2736-2742 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 4).

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

    5 Citations (Scopus)
  • 2014

    Genome-wide association analysis with matched samples discloses additional novel risk loci

    Gim, J., Choi, S., Im, J., Kim, J. K. & Park, T., 2014 Dec 29, Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014. Zheng, H., Hu, X. T., Berrar, D., Wang, Y., Dubitzky, W., Hao, J-K., Cho, K-H. & Gilbert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5-10 6 p. 6999379. (Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014).

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

  • 2012

    Designing incentive schemes based on intervention: The case of imperfect monitoring

    Park, J. & Van Der Schaar, M., 2012, Game Theory for Networks - Second International ICST Conference, GAMENETS 2011, Revised Selected Papers. p. 221-232 12 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 75 LNICST).

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

  • Designing social norm based incentive schemes to sustain cooperation in a large community

    Zhang, Y., Park, J. & Van Der Schaar, M., 2012, Game Theory for Networks - Second International ICST Conference, GAMENETS 2011, Revised Selected Papers. p. 578-593 16 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 75 LNICST).

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

  • Maximizing profit on user-generated content platforms with heterogeneous participants

    Ren, S., Park, J. & Van Der Schaar, M., 2012, 2012 Proceedings IEEE INFOCOM, INFOCOM 2012. p. 612-620 9 p. 6195804. (Proceedings - IEEE INFOCOM).

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

    7 Citations (Scopus)
  • 2011

    Design and analysis of intervention mechanisms in power control games

    Xiao, Y., Park, J. & Van Der Schaar, M., 2011, 2011 IEEE Global Telecommunications Conference, GLOBECOM 2011. 6134160. (GLOBECOM - IEEE Global Telecommunications Conference).

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

    1 Citation (Scopus)
  • Incentive provision using intervention

    Park, J. & Van Der Schaar, M., 2011, 2011 Proceedings IEEE INFOCOM. p. 571-575 5 p. 5935229. (Proceedings - IEEE INFOCOM).

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

    6 Citations (Scopus)
  • Profit maximization on user-generated content platforms

    Ren, S., Park, J. & Van Der Schaar, M., 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011. p. 135-142 8 p. 6120160. (2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011).

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

    3 Citations (Scopus)
  • Social norm based incentive mechanisms for peer-to-peer networks

    Zhang, Y., Park, J. & Van Der Schaar, M., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 3116-3119 4 p. 5946355. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

    3 Citations (Scopus)
  • User subscription dynamics and revenue maximization in communications markets

    Ren, S., Park, J. & Van Der Schaar, M., 2011, 2011 Proceedings IEEE INFOCOM. p. 2696-2704 9 p. 5935099. (Proceedings - IEEE INFOCOM).

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

    21 Citations (Scopus)
  • 2010

    Design and analysis of defection-proof MAC protocols using a repeated game framework

    Phan, K. T., Park, J. & Van Der Schaar, M., 2010, 2010 IEEE Global Telecommunications Conference, GLOBECOM 2010. 5683740. (GLOBECOM - IEEE Global Telecommunications Conference).

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

  • Pricing and incentives in peer-to-peer networks

    Park, J. & Van Der Schaar, M., 2010, 2010 Proceedings IEEE INFOCOM. 5461952. (Proceedings - IEEE INFOCOM).

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

    28 Citations (Scopus)
  • User subscription dynamics in communication markets

    Ren, S., Park, J. & Van Der Schaar, M., 2010, 2010 IEEE Global Telecommunications Conference, GLOBECOM 2010. 5683348. (GLOBECOM - IEEE Global Telecommunications Conference).

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

  • 2009

    Achieving coordination in random access networks without explicit message passing

    Park, J. & Van Der Schaar, M., 2009, Proceedings of the 2009 International Conference on Game Theory for Networks, GameNets '09. p. 206-211 6 p. 5137403. (Proceedings of the 2009 International Conference on Game Theory for Networks, GameNets '09).

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

  • 2008

    How to handle calibration uncertainties in high-energy astrophysics

    Kashyap, V. L., Lee, H., Siemiginowska, A., McDowell, J., Rots, A., Drake, J., Ratzlaff, P., Zezas, A., Izem, R., Connors, A., Van Dyk, D. & Park, T., 2008, Observatory Operations: Strategies, Processes, and Systems II. 70160P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7016).

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

    3 Citations (Scopus)
  • 2005

    Using neural networks to support early warning system for financial crisis forecasting

    Oh, K. J., Kim, T. Y., Lee, H. Y. & Lee, H., 2005, AI 2005: Advances in Artificial Intelligence - 18th Australian Joint Conference on Artificial Intelligence, Proceedings. p. 284-296 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3809 LNAI).

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

    9 Citations (Scopus)