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2019

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

Impact of computational curricular reform on non-participating undergraduate courses: Student and faculty perspective

Lee, C. W., Schleife, A., Trinkle, D. R., Krogstad, J. A., Maass, R., Bellon, P., Shang, J. K., Leal, C., West, M., Bretl, T., Herman, G. L. & Tang, S., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

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

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

Learning to diversify for e-commerce search with multi-Armed bandit

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2019, In : CEUR Workshop Proceedings. 2410

Research output: Contribution to journalConference article

Possible worlds explorer: Datalog and answer set programming for the rest of us

Gupta, S., Cheng, Y. Y. & Ludäscher, B., Jan 1 2019, In : CEUR Workshop Proceedings. 2368, p. 44-55 12 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

Understanding interrelated growth mind-set and academic participation & performance

Xiao, Z., Zuo, S., Zhao, J., Fu, W. T., Goldstein, M. H., Philpott, M. L., Laystrom-Woodard, J., Pool, M., Wolters, A. & Woodard, B. S., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

WIP: Evidence-based analysis of the design of collaborative engineering tasks

Tucker, M. T., Shehab, S., Mercier, E. & Silva, M., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

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

Aggregating crowdsourced image segmentations

Lee, D. J. L., Sarma, A. D. & Parameswaran, A. G., Jan 1 2018, In : CEUR Workshop Proceedings. 2173

Research output: Contribution to journalConference article

A method to translate order-sorted algebras to many-sorted algebras

Li, L. & Gunter, E., Feb 16 2018, In : Electronic Proceedings in Theoretical Computer Science, EPTCS. 265, p. 20-34 15 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

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

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

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

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

Full of beans: A study on the alignment of two flowering plants classification systems

Cheng, Y. Y. & Ludaescher, B., Jan 1 2018, In : CEUR Workshop Proceedings. 2200, p. 53-63 11 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

HELIX: Accelerating human-in-the-loop machine learning

Xin, D., Ma, L., Liu, J., Macke, S., Song, S. & Parameswaran, A., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1958-1961 4 p.

Research output: Contribution to journalConference article

How is calculus applied in engineering statics?

Faulkner, B. E. & Herman, G. L., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

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

Integrative engineering leadership initiative for teaching excellence (iELITE)

Choi, H. H., Chen, Y. W., Beckman, A. M., Anderson, L., Johnson, B. E., Goodman, M. D. & Johnson-Glauch, N., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action

Luo, Y., Wang, S., Xiao, J. & Peng, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 44-55 12 p.

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

Provenance summaries for answers and nonanswers

Lee, S., Ludäscher, B. & Glavic, B., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1954-1957 4 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

Towards optimization of e-commerce search and discovery

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2319

Research output: Contribution to journalConference article

VisAGE: Integrating external knowledge into electronic medical record visualization

Huang, E. W., Wang, S. & Zhai, C. X., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 578-589 12 p.

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