Research Output

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2020

Open cirrusTM cloud computing testbed: Federated data centers for open source systems and services research

Campbell, R., Gupta, I., Heath, M., Ko, S. Y., Kozuch, M., Kunze, M., Kwan, T., Lai, K., Lee, H. Y., Lyons, M., Milojicic, D., O'Hallaron, D. & Soh, Y. C., Jan 1 2020.

Research output: Contribution to conferencePaper

Speaker recognition with small training requirements using a combination of VQ and DHMM

Do, M. & Wagner, M., Jan 1 2020, p. 169-172. 4 p.

Research output: Contribution to conferencePaper

2019

Accumulation bit-width scaling for ultra-low precision training of deep networks

Sakr, C., Wang, N., Chen, C. Y., Choi, J., Agrawal, A., Shanbhag, N. R. & Gopalakrishnan, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Accurate: Constellation based rate estimation in wireless networks

Sen, S., Choudhury, R. R., Santhapuri, N. & Nelakuditi, S., Jan 1 2019, p. 175-189. 15 p.

Research output: Contribution to conferencePaper

Fall of empires: Breaking byzantine-tolerant SGD by inner product manipulation

Xie, C., Koyejo, O. & Gupta, I., Jan 1 2019.

Research output: Contribution to conferencePaper

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

Geometry of polysemy

Mu, J., Bhat, S. & Viswanath, P., Jan 1 2019.

Research output: Contribution to conferencePaper

LanczosNet: Multi-scale deep graph convo-lutional networks

Liao, R., Zhao, Z., Urtasun, R. & Zemel, R. S., Jan 1 2019.

Research output: Contribution to conferencePaper

Learning to play in a day: Faster deep reinforcement learning by optimality tightening

He, F. S., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

On the convergence of a class of Adam-type algorithms for non-convex optimization

Chen, X., Liu, S., Sun, R. & Hong, M., Jan 1 2019.

Research output: Contribution to conferencePaper

Per-tensor fixed-point quantization of the back-propagation algorithm

Sakr, C. & Shanbhag, N. R., Jan 1 2019.

Research output: Contribution to conferencePaper

Random mesh projectors for inverse problems

Kothari, K., Gupta, S., De Hoop, M. V. & Dokmanic, I., Jan 1 2019.

Research output: Contribution to conferencePaper

Slimmable neural networks

Yu, J., Yang, L., Xu, N., Yang, J. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

Support regularized sparse coding and its fast encoder

Yang, Y., Yu, J., Kohli, P., Yang, J. & Huang, T. S., Jan 1 2019.

Research output: Contribution to conferencePaper

The impact of secure transport protocols on phishing efficacy

Ma, Z., Reynolds, J., Dickinson, J., Wang, K., Judd, T., Barnes, J. D., Mason, J. & Bailey, M., Jan 1 2019.

Research output: Contribution to conferencePaper

Why deep neural networks for function approximation?

Liang, S. & Srikant, R., Jan 1 2019.

Research output: Contribution to conferencePaper

2018

3D-Filtermap: A compact architecture for deep convolutional neural networks

Yang, Y., Yang, J., Xu, N., Han, W., Jojic, N. & Huang, T. S., Jan 1 2018.

Research output: Contribution to conferencePaper

All-but-the-top: Simple and effective post-processing for word representations

Mu, J. & Viswanath, P., Jan 1 2018.

Research output: Contribution to conferencePaper

Bayesian structure learning for dynamic brain connectivity

Andersen, M. R., Winther, O., Hansen, L. K., Poldrack, R. & Koyejo, O., Jan 1 2018, p. 1436-1446. 11 p.

Research output: Contribution to conferencePaper

Boosting the actor with dual critic

Dai, B., Shaw, A., He, N., Li, L. & Song, L., Jan 1 2018.

Research output: Contribution to conferencePaper

Communication algorithms via deep learning

Kim, H., Jiang, Y., Rana, R., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2018.

Research output: Contribution to conferencePaper

Design and evaluation of the postursense cushion

Garag, P., Chen, A., McDonagh, D. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

DLVM: A modern compiler infrastructure for deep learning systems

Wei, R., Schwartz, L. O. & Adve, V. S., Jan 1 2018.

Research output: Contribution to conferencePaper

Enhancing the reliability of out-of-distribution image detection in neural networks

Liang, S., Li, Y. & Srikant, R., Jan 1 2018.

Research output: Contribution to conferencePaper

Fast and accurate text classification: Skimming, rereading and early stopping

Yu, K., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Stochastic variational video prediction

Babaeizadeh, M., Finn, C., Erhan, D., Campbell, R. H. & Levine, S., Jan 1 2018.

Research output: Contribution to conferencePaper

Understanding the loss surface of single-layered neural networks for binary classification

Liang, S., Sun, R., Srikant, R. & Li, Y., Jan 1 2018.

Research output: Contribution to conferencePaper

Who they are and what they want: Understanding the reasons for MOOC enrollment

Wes Crues, R., Bosch, N., Anderson, C. J., Perry, M., Bhat, S. & Shaik, N., Jan 1 2018.

Research output: Contribution to conferencePaper

2017

An ISP-scale deployment of tapdance

Frolov, S., Douglas, F., Scott, W., McDonald, A., Vandersloot, B., Hynes, R., Kruger, A., Kallitsis, M., Robinson, D. G., Schultze, S., Borisov, N., Halderman, J. A. & Wustrow, E., Jan 1 2017.

Research output: Contribution to conferencePaper

Efficient rank aggregation via Lehmer codes

Li, P., Mazumdar, A. & Milenkovic, O., Jan 1 2017.

Research output: Contribution to conferencePaper

Fast-forwarding to desired visualizations with zenvisage

Siddiqui, T., Lee, J., Kim, A., Xue, E., Wang, C., Zou, Y., Guo, L., Liu, C., Yu, X., Karahalios, K. & Parameswaran, A., Jan 1 2017.

Research output: Contribution to conferencePaper

FAST TWO-DIMENSIONAL MEDIAN FILTERING ALGORITHM.

Huang, T. S., Yang, G. J. & Tang, G. Y., Jan 1 2017, p. 128-113. 16 p.

Research output: Contribution to conferencePaper

Geometry of compositionality

Gong, H., Bhat, S. & Viswanath, P., Jan 1 2017, p. 3202-3208. 7 p.

Research output: Contribution to conferencePaper

HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 6TH, PROCEEDINGS, 1973.

Wahba, G., Nashed, M. Z., Goh, B. S., Brusch, R. G., Schappelle, R. H., Bhatt, P. C. P., Bandler, J. W., Srinivasan, T. V., Chyung, D. H., Basar, T., Wilson, D. J., Wiberg, D. M. & Mintz, M., Jan 1 2017.

Research output: Contribution to conferencePaper

Learner affect through the looking glass: Characterization and detection of confusion in online courses

Zeng, Z., Chaturvedi, S. & Bhat, S., Jan 1 2017, p. 272-277. 6 p.

Research output: Contribution to conferencePaper

Neighborhood regularized ℓ1-graph

Yang, Y., Feng, J., Yu, J., Yang, J., Kohli, P. & Huang, T. S., Jan 1 2017.

Research output: Contribution to conferencePaper

ON THE FORMULATION OF POWER DISTRIBUTION FACTORS FOR LINEAR LOAD FLOW METHODS.

Sauer, P. W., Jan 1 2017.

Research output: Contribution to conferencePaper

SOME CONSIDERATIONS ON TWO-DIMENSIONAL DIGITAL FILTERING.

Huang, T. S., Jan 1 2017, p. 150-151. 2 p.

Research output: Contribution to conferencePaper

2016

Drive-by multi-frequency large-region noise-source mapping via tomographic imaging

Tuna, C., Zhao, S., Nguyen, T. N. T. & Jones, D. L., Aug 21 2016, p. 2832-2837. 6 p.

Research output: Contribution to conferencePaper

Hawk: The Blockchain Model of Cryptography and Privacy-Preserving Smart Contracts

Kosba, A., Miller, A., Shi, E., Wen, Z. & Papamanthou, C., May 2016, p. 839-858.

Research output: Contribution to conferencePaper

Large-region dynamic tomographic mapping of environmental noise sources with microphone arrays

Tuna, C., Zhao, S., Nguyen, T. N. T. & Jones, D. L., Aug 21 2016, p. 2838-2846. 9 p.

Research output: Contribution to conferencePaper

Stubborn Mining: Generalizing Selfish Mining and Combining with an Eclipse Attack

Nayak, K., Kumar, S., Miller, A. E. & Shi, E., Mar 2016, p. 305-320.

Research output: Contribution to conferencePaper

2015

An analysis of unsupervised pre-training in light of recent advances

Le Paine, T., Khorrami, P., Han, W. & Huang, T. S., Jan 1 2015.

Research output: Contribution to conferencePaper

Hypervisor introspection: A technique for evading passive virtual machine monitoring

Wang, G., Estrada, Z. J., Pham, C., Kalbarczyk, Z. & Iyer, R. K., Jan 1 2015.

Research output: Contribution to conferencePaper

Learning deep structured models

Chen, L. C., Schwing, A. G., Yuille, A. L. & Urtasun, R., Jan 1 2015.

Research output: Contribution to conferencePaper

Real-world font recognition using deep network and domain adaptation

Wang, Z., Huang, T. S., Yang, J., Jin, H., Shechtman, E., Agarwala, A. & Brandt, J., Jan 1 2015.

Research output: Contribution to conferencePaper

Shadow-bitcoin: scalable simulation via direct execution of multi-threaded applications

Miller, A. & Jansen, R., Jan 1 2015.

Research output: Contribution to conferencePaper