Research Output

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Conference article
2019

Adoption of an online queue system for education: A case study

Jensen, K., Amos, J. R., Angrave, L., Flanagan, K., Mussulman, D., Schmitz, C. D. & Fagen-Ulmschneider, W., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

Delay asymptotics and bounds for multi-task parallel jobs

Wang, W., Harchol-Balter, M., Jiang, H., Scheller-Wolf, A. & Srikant, R., Jan 25 2019, In : Performance Evaluation Review. 46, 3, p. 2-7 6 p.

Research output: Contribution to journalConference article

Investigating centerline bridging in continuous casting during speed drops with conoffline

Chen, Z., Drennan, W., Thomas, B. G. & Bentsman, J., Jan 1 2019, In : AISTech - Iron and Steel Technology Conference Proceedings. 2019-May, p. 2075-2083 9 p.

Research output: Contribution to journalConference article

Join-idle-queue with service elasticity

Mukherjee, D. & Stolyar, A., Jan 17 2019, In : Performance Evaluation Review. 46, 2, p. 18-20 3 p.

Research output: Contribution to journalConference article

Joint density map and continuous angular refinement in cryo-electron microscopy

Zehni, M., Donati, L., Soubies, E., Zhao, Z. J., Do, M. N. & Unser, M., Jan 13 2019, In : IS and T International Symposium on Electronic Imaging Science and Technology. 2019, 13, COIMG-133.

Research output: Contribution to journalConference article

L1 adaptive control for switching reference systems: Application to flight control

Snyder, S., Zhao, P. & Hovakimyan, N., Sep 2019, In : IFAC-PapersOnLine. 52, 16, p. 718-723 6 p.

Research output: Contribution to journalConference article

Open Access

Learning speaker aware offsets for speaker adaptation of neural networks

Sarı, L., Thomas, S. & Hasegawa-Johnson, M., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 769-773 5 p.

Research output: Contribution to journalConference article

Mathematical maturity for engineering students: NSF project summary

Faulkner, B. E., Herman, G. L., Choi, D. S. & Johnson-Glauch, N., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

Stability of a standard decentralised medium access

Shneer, S. & Stolyar, A., Jan 17 2019, In : Performance Evaluation Review. 46, 2, p. 33-35 3 p.

Research output: Contribution to journalConference article

Study of the performance of automatic speech recognition systems in speakers with Parkinson's Disease

Moro-Velazquez, L., Cho, J., Watanabe, S., Hasegawa-Johnson, M. A., Scharenborg, O., Kim, H. & Dehak, N., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 3875-3879 5 p.

Research output: Contribution to journalConference article

Towards resilient UAV: Escape time in GPS denied environment with sensor drift

Yoon, H. J., Wan, W., Kim, H., Hovakimyan, N., Sha, L. & Voulgaris, P. G., Oct 2019, In : IFAC-PapersOnLine. 52, 12, p. 423-428 6 p.

Research output: Contribution to journalConference article

Open Access
2018

Adding one neuron can eliminate all bad local minima

Liang, S., Sun, R., Lee, J. D. & Srikant, R., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4350-4360 11 p.

Research output: Contribution to journalConference article

Annotating gene sets by mining large literature collections with protein networks

Wang, S., Ma, J., Yu, M. K., Zheng, F., Huang, E. W., Han, J., Peng, J. & Ideker, T., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 602-613 12 p.

Research output: Contribution to journalConference article

Atmosphere-mediated and roughness-variation-induced biphilic surfaces

Yan, X., Chen, F., Li, H., Sett, S., Li, L., Huang, Z., Bo, H. & Miljkovic, N., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 2125-2132 8 p.

Research output: Contribution to journalConference article

Coalescence-induced droplet jumping on atmospheric-mediated superhydrophobic surfaces

Yan, X., Chen, F., Sett, S., Feng, L., Oh, J., Cha, H., Li, L., Huang, Z. & Miljkovic, N., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 2333-2340 8 p.

Research output: Contribution to journalConference article

Completing state representations using spectral learning

Jiang, N., Kulesza, A. & Singh, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4328-4337 10 p.

Research output: Contribution to journalConference article

Coupled variational bayes via optimization embedding

Dai, B., Dai, H., He, N., Liu, W., Liu, Z., Chen, J., Xiao, L. & Song, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 9690-9700 11 p.

Research output: Contribution to journalConference article

DeepCode: Feedback codes via deep learning

Kim, H., Jiang, Y., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 9436-9446 11 p.

Research output: Contribution to journalConference article

Deep structured prediction with nonlinear output transformations

Graber, C., Meshi, O. & Schwing, A., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6320-6331 12 p.

Research output: Contribution to journalConference article

Design and analysis of air-core superconducting generator for wind power applications

Cho, H. W., Feddersen, M. & Haran, K. S., Jul 26 2018, In : Journal of Physics: Conference Series. 1054, 1, 012083.

Research output: Contribution to journalConference article

Discriminative bag-of-cells for imaging-genomics

Chidester, B., Do, M. N. & Ma, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 319-330 12 p.

Research output: Contribution to journalConference article

Droplet evaporation on functional surfaces

Alperen Günay, A., Gnadt, M., Sett, S., Oh, J. & Miljkovic, N., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 1285-1291 7 p.

Research output: Contribution to journalConference article

Estimators for multivariate information measures in general probability spaces

Rahimzamani, A., Viswanath, P., Asnani, H. & Kannan, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8664-8675 12 p.

Research output: Contribution to journalConference article

Global geometry of multichannel sparse blind deconvolution on the sphere

Li, Y. & Bresler, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1132-1143 12 p.

Research output: Contribution to journalConference article

Gradiveq: Vector quantization for bandwidth-efficient gradient aggregation in distributed CNN training

Yu, M., Lin, Z., Narra, K., Li, S., Li, Y., Kim, N. S., Schwing, A., Annavaram, M. & Avestimehr, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 5123-5133 11 p.

Research output: Contribution to journalConference article

Heavy-traffic delay insensitivity in connection-level models of data transfer with proportionally fair bandwidth sharing

Wang, W., Srikant, R., Maguluri, S. T. & Ying, L., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 232-245 14 p.

Research output: Contribution to journalConference article

Infant emotional outbursts detection in infant-parent spoken interactions

Yijia, X., Allan, H. J. M. & McElwain Nancy, L., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 242-246 5 p.

Research output: Contribution to journalConference article

Large deviations for increasing subsequences of permutations and a concurrency application

Baryshnikov, Y. & Magner, A., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 84-89 6 p.

Research output: Contribution to journalConference article

Machine Learning in High Energy Physics Community White Paper

Albertsson, K., Altoe, P., Anderson, D., Andrews, M., Araque Espinosa, J. P., Aurisano, A., Basara, L., Bevan, A., Bhimji, W., Bonacorsi, D., Calafiura, P., Campanelli, M., Capps, L., Carminati, F., Carrazza, S., Childers, T., Coniavitis, E., Cranmer, K., David, C., Davis, D. & 99 others, Duarte, J., Erdmann, M., Eschle, J., Farbin, A., Feickert, M., Castro, N. F., Fitzpatrick, C., Floris, M., Forti, A., Garra-Tico, J., Gemmler, J., Girone, M., Glaysher, P., Gleyzer, S., Gligorov, V., Golling, T., Graw, J., Gray, L., Greenwood, D., Hacker, T., Harvey, J., Hegner, B., Heinrich, L., Hooberman, B., Junggeburth, J., Kagan, M., Kane, M., Kanishchev, K., Karpiński, P., Kassabov, Z., Kaul, G., Kcira, D., Keck, T., Klimentov, A., Kowalkowski, J., Kreczko, L., Kurepin, A., Kutschke, R., Kuznetsov, V., Köhler, N., Lakomov, I., Lannon, K., Lassnig, M., Limosani, A., Louppe, G., Mangu, A., Mato, P., Meinhard, H., Menasce, D., Moneta, L., Moortgat, S., Narain, M., Neubauer, M., Newman, H., Pabst, H., Paganini, M., Paulini, M., Perdue, G., Perez, U., Picazio, A., Pivarski, J., Prosper, H., Psihas, F., Radovic, A., Reece, R., Rinkevicius, A., Rodrigues, E., Rorie, J., Rousseau, D., Sauers, A., Schramm, S., Schwartzman, A., Severini, H., Seyfert, P., Siroky, F., Skazytkin, K., Sokoloff, M., Stewart, G., Stienen, B., Stockdale, I., Strong, G., Thais, S., Tomko, K., Upfal, E., Usai, E., Ustyuzhanin, A., Vala, M., Vallecorsa, S., Vasel, J., Verzetti, M., Vilasís-Cardona, X., Vlimant, J. R., Vukotic, I., Wang, S. J., Watts, G., Williams, M., Wu, W., Wunsch, S. & Zapata, O., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022008.

Research output: Contribution to journalConference article

Minimax statistical learning with Wasserstein distances

Lee, J. & Raginsky, M., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2687-2696 10 p.

Research output: Contribution to journalConference article

On oracle-efficient PAC RL with rich observations

Dann, C., Jiang, N., Krishnamurthy, A., Agarwal, A., Langford, J. & Schapire, R. E., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1422-1432 11 p.

Research output: Contribution to journalConference article

Out of the box: Reasoning with graph convolution nets for factual visual question answering

Narasimhan, M., Lazebnik, S. & Schwing, A. G., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2654-2665 12 p.

Research output: Contribution to journalConference article

PIPE-SGD: A decentralized pipelined SGD framework for distributed deep net training

Li, Y., Yu, M., Li, S., Avestimehr, S., Kim, N. S. & Schwing, A., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8045-8056 12 p.

Research output: Contribution to journalConference article

Predictive approximate Bayesian computation via saddle points

Yang, Y., Dai, B., Kiyavash, N. & He, N., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10260-10270 11 p.

Research output: Contribution to journalConference article

Quadratic decomposable submodular function minimization

Li, P., He, N. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1054-1064 11 p.

Research output: Contribution to journalConference article

Query K-means Clustering and the Double Dixie Cup Problem

Eli Chien, I., Pan, C. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6649-6658 10 p.

Research output: Contribution to journalConference article

ShapeSearch: Flexible patternbased querying of trend line visualizations

Siddiqui, T., Luh, P., Wang, Z., Karahalios, K. & Parameswaran, A., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1962-1965 4 p.

Research output: Contribution to journalConference article

Size-noise tradeoffs in generative networks

Bailey, B. & Telgarsky, M., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6489-6499 11 p.

Research output: Contribution to journalConference article

Speaker adaptive audio-visual fusion for the open-vocabulary section of AVICAR

Sarı, L., Hasegawa-Johnson, M., Kumaran, S., Stemmer, G. & Nair, K. N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3524-3528 5 p.

Research output: Contribution to journalConference article

TextCube: Automated construction and multidimensional exploration

Meng, Y., Huang, J., Shang, J. & Han, J., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1974-1977 4 p.

Research output: Contribution to journalConference article

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Visualizing phoneme category adaptation in deep neural networks

Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M. & Dehak, N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1482-1486 5 p.

Research output: Contribution to journalConference article

Visual memory for robust path following

Kumar, A., Gupta, S., Fouhey, D., Levine, S. & Malik, J., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 765-774 10 p.

Research output: Contribution to journalConference article