Research Output

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Conference article
2017

Computational curriculum for MatSE undergraduates

Kononov, A., Bellon, P., Bretl, T., Ferguson, A. L., Herman, G. L., Kilian, K. A., Krogstad, J. A., Leal, C., Maass, R., Schleife, A., Shang, J. K., Trinkle, D. R. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Deep auto-encoder based multi-task learning using probabilistic transcriptions

Das, A., Hasegawa-Johnson, M. & Veselý, K., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2073-2077 5 p.

Research output: Contribution to journalConference article

Dilated recurrent neural networks

Chang, S., Zhang, Y., Han, W., Yu, M., Guo, X., Tan, W., Cui, X., Witbrock, M., Hasegawa-Johnson, M. & Huang, T. S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 77-87 11 p.

Research output: Contribution to journalConference article

Discovering potential correlations via hypercontractivity

Kim, H., Gao, W., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4578-4588 11 p.

Research output: Contribution to journalConference article

Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty

Doan, T. T., Bose, S. & Beck, C. L., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 88-90 3 p.

Research output: Contribution to journalConference article

Diverse and accurate image description using a variational auto-encoder with an additive Gaussian encoding space

Wang, L., Schwing, A. G. & Lazebnik, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5757-5767 11 p.

Research output: Contribution to journalConference article

Dualing GANs

Li, Y., Schwing, A., Wang, K. C. & Zemel, R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5607-5617 11 p.

Research output: Contribution to journalConference article

EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms

Varatharajah, Y., Chong, M. J., Saboo, K., Berry, B., Brinkmann, B., Worrell, G. & Iyer, R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5372-5381 10 p.

Research output: Contribution to journalConference article

Estimating mutual information for discrete-continuous mixtures

Gao, W., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5987-5998 12 p.

Research output: Contribution to journalConference article

Explicit Load Flow Series and Functions

Sauer, P. W., Jan 1 2017, In : Engineering News-Record.

Research output: Contribution to journalConference article

Glottal model based speech beamforming for Ad-hoc microphone arrays

Zhang, Y., Florèncio, D. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2675-2679 5 p.

Research output: Contribution to journalConference article

High-order attention models for visual question answering

Schwartz, I., Schwing, A. G. & Hazan, T., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 3665-3675 11 p.

Research output: Contribution to journalConference article

How regularization affects the critical points in linear networks

Taghvaei, A., Kim, J. W. & Mehta, P. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2503-2513 11 p.

Research output: Contribution to journalConference article

Information-theoretic analysis of generalization capability of learning algorithms

Xu, A. & Raginsky, M., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2525-2534 10 p.

Research output: Contribution to journalConference article

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W. M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

I've seen "enough": Incrementally improving visualizations to support rapid decision making

Rahman, S., Aliakbarpour, M., Kong, H. K., Blais, E., Karahalios, K., Parameswaran, A. & Rubinfield, R., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 11, p. 1262-1273 12 p.

Research output: Contribution to journalConference article

Join-Idle-Queue system with general service times: Large-scale limit of stationary distributions

Foss, S. & Stolyar, A. L., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 45-47 3 p.

Research output: Contribution to journalConference article

Large deviations for increasing subsequences of permutations and a concurrency application

Baryshnikov, Y. & Magner, A., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 39-41 3 p.

Research output: Contribution to journalConference article

Learning causal structures using regression invariance

Ghassami, A. E., Salehkaleybar, S., Kiyavash, N. & Zhang, K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 3012-3022 11 p.

Research output: Contribution to journalConference article

MaskRNN: Instance level video object segmentation

Hu, Y. T., Huang, J. B. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 325-334 10 p.

Research output: Contribution to journalConference article

Matrix norm estimation from a few entries

Khetan, A. & Oh, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6425-6434 10 p.

Research output: Contribution to journalConference article

Multi-task learning using mismatched transcription for under-resourced speech recognition

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 734-738 5 p.

Research output: Contribution to journalConference article

Next Generation Wireless Smart Sensors Toward Sustainable Civil Infrastructure

Spencer, B. F., Park, J. W., Mechitov, K. A., Jo, H. & Agha, G. A., Jan 1 2017, In : Procedia Engineering. 171, p. 5-13 9 p.

Research output: Contribution to journalConference article

Online learning for multivariate hawkes processes

Yang, Y., Etesami, J., He, N. & Kiyavash, N., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4938-4947 10 p.

Research output: Contribution to journalConference article

Optimal sample complexity of M-wise Data for Top-K ranking

Jang, M., Kim, S., Suh, C. & Oh, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1687-1697 11 p.

Research output: Contribution to journalConference article

Pricing for sharing economy with reputation

Ma, Q., Huang, J., Basar, M. T., Liu, J. & Chen, X., Jan 12 2017, In : Performance Evaluation Review. 44, 3, 1 p.

Research output: Contribution to journalConference article

Probabilistic rule realization and selection

Yu, H., Li, T. & Varshney, L. R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1563-1573 11 p.

Research output: Contribution to journalConference article

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2013-2017 5 p.

Research output: Contribution to journalConference article

Team ELISA system for DARPA LORELEI speech evaluation 2016

Papadopoulos, P., Travadi, R., Vaz, C., Malandrakis, N., Hermjakob, U., Pourdamghani, N., Pust, M., Zhang, B., Pan, X., Lu, D., Lin, Y., Glembek, O., Baskar, M. K., Karafiát, M., Burget, L., Hasegawa-Johnson, M., Ji, H., May, J., Knight, K. & Narayanan, S., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2053-2057 5 p.

Research output: Contribution to journalConference article

2016

Analysis of mismatched transcriptions generated by humans and machines for under-resourced languages

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 08-12-September-2016, p. 3863-3867 5 p.

Research output: Contribution to journalConference article

Analysis of prosody increment induced by pitch accents for automatic emphasis correction

Zhang, Y., Mysore, G. J., Berthouzoz, F. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 79-83 5 p.

Research output: Contribution to journalConference article

Application of local binary patterns for SVM based stop consonant detection

Qian, K., Zhang, Y. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 1114-1118 5 p.

Research output: Contribution to journalConference article

Building a scalable distributed online media processing environment

Noghabi, S. A., Campbell, R. H. & Gupta, I., Jan 1 2016, In : CEUR Workshop Proceedings. 1671

Research output: Contribution to journalConference article

Effortless data exploration with zenvisage: An expressive and interactive visual analytics system

Siddiqui, T., Kim, A., Lee, J., Karahalios, K. & Parameswaran, A., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 4, p. 457-468 12 p.

Research output: Contribution to journalConference article

Generalized correspondence-LDA models (GC-LDA) for identifying functional regions in the brain

Rubin, T. N., Koyejo, O., Jones, M. N. & Yarkoni, T., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1126-1134 9 p.

Research output: Contribution to journalConference article

Kernel observers: Systems-theoretic modeling and inference of spatiotemporally evolving processes

Kingravi, H. A., Maske, H. & Chowdhary, G., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3997-4005 9 p.

Research output: Contribution to journalConference article

Landmark-based pronunciation error identification on Chinese learning

Yang, X., Kong, X., Hasegawa-Johnson, M. & Xie, Y., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 247-251 5 p.

Research output: Contribution to journalConference article

Learning A Deep l∞ Encoder for Hashing

Zhangyang, W., Yingzhen, Y., Shiyu, C., Qing, L. & Huang, T. S., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2174-2180 7 p.

Research output: Contribution to journalConference article

Learning deep parsimonious representations

Liao, R., Schwing, A., Zemel, R. S. & Urtasun, R., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 5092-5100 9 p.

Research output: Contribution to journalConference article

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

Chen, W., Hasegawa-Johnson, M. & Chen, N. F., Jan 1 2016, In : Procedia Computer Science. 81, p. 23-29 7 p.

Research output: Contribution to journalConference article

Performance Improvement of Probabilistic Transcriptions with Language-specific Constraints

Kong, X., Jyothi, P. & Hasegawa-Johnson, M. A., Jan 1 2016, In : Procedia Computer Science. 81, p. 30-36 7 p.

Research output: Contribution to journalConference article

POSTER: HVISC: A Portable Abstraction for Heterogeneous Parallel Systems

Srivastava, P., Kotsifakou, M., Sinclair, M. D., Komuravelli, R., Adve, V. & Adve, S., Jan 1 2016, In : Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 443-445 3 p.

Research output: Contribution to journalConference article

Preference completion from partial rankings

Gunasekar, S., Koyejo, O. & Ghosh, J., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1378-1386 9 p.

Research output: Contribution to journalConference article

Semidefinite programs for exact recovery of a hidden community

Hajek, B., Wu, Y. & Xu, J., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 1051-1095 45 p.

Research output: Contribution to journalConference article

2015