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

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

Analysis of high Mg-incorporation into GaN via PAMBE modulation doping and molecular dynamics simulations

Ismail, F. H., Landi, M., Kelly, F. P. & Kim, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Development of GaN vertical high-power devices enabled by plasma-assisted molecular beam epitaxy

Kelly, F. P., Vesto, R. E., Sarker, P., Ismail, F. H. & Kim, K., Jan 1 2019.

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

GaN high-performance low-leakage p-Islet MPS diodes enabled by PAMBE-based selective area growth

Sarker, P., Kelly, F. P., Vesto, R. E., Ismail, F. H. & Kim, K., 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

Gradient descent aligns the layers of deep linear networks

Ji, Z. & Telgarsky, M. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Home, safehome: Ensuring a safe and reliable home using the edge

Ahsan, S. B., Yang, R., Noghabi, S. A. & Gupta, I., 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

Reconfigurable 43 Gb/s optical link test based upon on-wafer probes of GaAs photodetectors and VCSELs up to 85°C

Peng, Y. T., Qiu, J., Wu, D. & Feng, M., 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

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

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

Research output: Contribution to conferencePaper

ASPEM: Embedding learning by aspects in heterogeneous information networks

Shi, Y., Gui, H., Zhu, Q., Kaplan, L. & Han, J., Jan 1 2018, p. 144-152. 9 p.

Research output: Contribution to conferencePaper

Boiling and critical heat flux on surfaces of modified wettability and roughness

Bottini, J. L., Hammouti, S., Ruzic, D. N. & Brooks, C., Jan 1 2018, p. 440-448. 9 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

Controlling impurity-induced disordering via mask strain for high-performance vertical-cavity surface-emitting lasers

Su, P., O’Brien, T., Hsiao, F. C. & Dallesasse, J. M., 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

Epitaxial bonding and transfer for heterogeneous integration of electronic-photonic circuitry

Carlson, J. A., Su, P. & Dallesasse, J. M., 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

Process optimization and characterization of 25 GHz bandwidth 850 nm P-i-N photodetector for 50 Gb/s optical links

Peng, Y. T., Winoto, A., Wu, D. & Feng, M., 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

40 Gb/s VCSELs test data collection, analysis, and process problem identification

Qiu, J., Wang, H. L., Wang, C. Y. L., Yu, X. & Feng, M., Jan 1 2017.

Research output: Contribution to conferencePaper

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

ASYMPTOTIC APPROXIMATION OF DIPOLE FIELDS IN THE GEOPHYSICAL PROBING OF A TWO-LAYER EARTH.

Chew, W. C. & Kong, J. A., Jan 1 2017, p. 1383-1388. 6 p.

Research output: Contribution to conferencePaper

CONFERENCE ON SPEECH COMMUNICATION AND PROCESSING, 1972.

Levinson, S. E., Tufts, D. W., Matsumoto, H., Hiki, S., Sone, T., Nimura, T., Weinberg, N. P., Weinberg, J. M., Houtgast, T., Steeneken, H. J. M., Kido, K., Suzuki, H., Kasuya, H. & Sorensen, O. M., Jan 1 2017.

Research output: Contribution to conferencePaper

CONVERSATIONAL MODE SPEECH UNDERSTANDING SYSTEM.

Levinson, S. E., Jan 1 2017, p. 193-196. 4 p.

Research output: Contribution to conferencePaper

Cubic phase GaN integrated on CMOS-compatible silicon (100)

Liu, R. & Bayram, C., Jan 1 2017.

Research output: Contribution to conferencePaper

Design and fabrication of high-speed PIN photodiodes for 50 Gb/s optical fiber links

Winoto, A., Peng, Y. T. & Feng, M., Jan 1 2017.

Research output: Contribution to conferencePaper

EFFECTIVE CONTROL OF CONVERGENCE OF THE NEWTON LOAD FLOW.

Gross, G. & Luini, J. F., 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

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

InAs/GaAs quantum dot lasers on exact GaP/Si (001) and other templates

Bowers, J. E., Liu, A. Y., Jung, D., Norman, J., Gossard, A. C., Wan, Y., Li, Q., Lau, K. M. & Lee, M. L., 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