Research Output 1973 2020

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Conference article
2017

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

Invariance
Experiments

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

Sampling
Collaborative filtering
Electric network analysis
Experiments
Transcription
Clustering
Zero
Labels
Acoustics

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

Multi-task Learning
Transcription
Speech Recognition
Speech recognition
Acoustics

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

Smart sensors
Structural health monitoring
Zigbee
Monitoring
Damage detection

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

Learning algorithms
Hilbert spaces

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

Maximum likelihood estimation
Error analysis
Agglomeration
Experiments

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

Invariance
Chemical analysis

Samza: Stateful scalable stream processing at linkedin

Noghabi, S. A., Paramasivamy, K., Pany, Y., Rameshy, N., Bringhursty, J., Gupta, I. & Campbell, R. H., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1634-1645 12 p.

Research output: Contribution to journalConference article

Processing
Containers
Recovery
Scheduling
Throughput

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M. A., 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

Speech Enhancement
Speech enhancement
Spectrogram
Conditional Distribution
Prior distribution

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

Enzyme-linked Immunosorbent Assay
Resources
Evaluation
Disasters
Curve
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
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. A., 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

Transcription
Speech recognition
Automatic Speech Recognition
Labels
Target

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

reconstruction
Pitch Accent
Prosody
Probabilistic Neural Network
Transcription
Error Rate
Neural Networks
Scenarios
Automatic Speech Recognition
Transcription
Speech recognition
Hidden Markov models
Linguistics

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

Processing
Learning algorithms
Learning systems
Scalability
Websites

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

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

Research output: Contribution to journalConference article

Visualization
Algebra
Drawing (graphics)
Data visualization
Mechanical engineering

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

Rubin, T. N., Koyejo, O. 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

Brain
Neuroimaging
Probability distributions
Linguistics

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

Dynamical systems
Recovery
Sensors
Experiments

Landmark-based pronunciation error identification on Chinese learning

Yang, X., Kong, X., Hasegawa-Johnson, M. A. & 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

acoustics
learning
language
phonetics
experiment

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

Lagrange multipliers
Feedforward neural networks
Neurons
Experiments
Deep learning

Learning deep parsimonious representations

Liao, R., Schwing, A. G., 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

Unsupervised learning
Deep learning

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

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

Research output: Contribution to journalConference article

Speech analysis
Transcription
Glossaries
Decoding
Statistical Models

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

Transcription
Glossaries
Internet
Experiments

POSTER: HVISC: A Portable Abstraction for Heterogeneous Parallel Systems

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

Research output: Contribution to journalConference article

Heterogeneous Systems
Parallel Systems
Parallelism
Data storage equipment
Portability

Preference completion from partial rankings

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

Research output: Contribution to journalConference article

Computational complexity
Brain

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

Semidefinite Program
Semidefinite Programming
Recovery
Maximum likelihood estimation
Probability distributions
2015

A critical assessment of resolution for red-blood-cell simulation

Freund, J., Jan 1 2015, In : Procedia IUTAM. 16, p. 99-105 7 p.

Research output: Contribution to journalConference article

Blood
Cells

Algorithms with logarithmic or sublinear regret for constrained contextual bandits

Wu, H., Srikant, R., Liu, X. & Jiang, C., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 433-441 9 p.

Research output: Contribution to journalConference article

Linear programming
Costs

Autoregressive Hidden Markov Model and the Speech Signal

Bryan, J. D. & Levinson, S. E., Jan 1 2015, In : Procedia Computer Science. 61, p. 328-333 6 p.

Research output: Contribution to journalConference article

Hidden Markov models
Speech analysis
Linguistics
Probability density function
Experiments

Bandits with budgets: Regret lower bounds and optimal algorithms

Combes, R., Jiang, C. & Srikant, R., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 245-257 13 p.

Research output: Contribution to journalConference article

Costs
Search engines
Display devices
Experiments

Bounds implied by drift and applications

Hajek, B., Jun 24 2015, In : Performance Evaluation Review. 43, 1, 1 p.

Research output: Contribution to journalConference article

Telecommunication networks
Trajectories

Clustering and inference from pairwise comparisons

Wu, R., Xu, J., Srikant, R., Massoulié, L., Lelarge, M. & Hajek, B., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 449-450 2 p.

Research output: Contribution to journalConference article

Maximum likelihood estimation

Collaboratively learning preferences from ordinal data

Oh, S., Thekumparampil, K. K. & Xu, J., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 1909-1917 9 p.

Research output: Contribution to journalConference article

Recommender systems

Computational lower bounds for community detection on random graphs

Hajek, B., Wu, Y. & Xu, J., Jan 1 2015, In : Journal of Machine Learning Research. 40, 2015

Research output: Contribution to journalConference article

Community Detection
Random Graphs
Hardness
Lower bound
Computational complexity

Coupled electron and thermal transport simulation of self-heating effects in junctionless MOSFET

Mohamed, M., Aksamija, Z. & Ravaioli, U., Oct 13 2015, In : Journal of Physics: Conference Series. 647, 1, 012026.

Research output: Contribution to journalConference article

field effect transistors
heating
inversions
electrons
simulation
Transfer Learning
Supervised learning
Hidden Markov models
Scenarios
Resources

Detecting sponsored recommendations

Krishnasamy, S., Sen, R., Shakkottai, S. & Oh, S., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 445-446 2 p.

Research output: Contribution to journalConference article

Recommender systems
Feedback
Statistical methods

Deterministic near-optimal P2P streaming

Venkatakrishnan, S. B. & Viswanath, P., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 451-452 2 p.

Research output: Contribution to journalConference article

Peer to peer networks
Parallel algorithms
Repair

Developing a Smart Grid cybersecurity education platform and a preliminary assessment of its first application

Yardley, T., Uludag, S., Nahrstedt, K. & Sauer, P., Feb 17 2015, In : Proceedings - Frontiers in Education Conference, FIE. 2015-February, February, 7044273.

Research output: Contribution to journalConference article

Education
education
Taxonomies
Aging of materials
re-education

Enhancement of thermoelectric efficiency in non-uniform semiconductor nanowires

Park, K. H., Martin, P. N. & Ravaioli, U., Oct 13 2015, In : Journal of Physics: Conference Series. 647, 1, 012053.

Research output: Contribution to journalConference article

nanowires
augmentation
figure of merit
thermal conductivity
transport properties

Heavy-traffic behavior of the maxweight algorithm in a switch with uniform traffic

Maguluri, S. T. & Srikant, R., Sep 16 2015, In : Performance Evaluation Review. 43, 2, p. 72-74 3 p., 2825264.

Research output: Contribution to journalConference article

Switches
Scheduling algorithms

Improved driver modeling for human-in-the-loop vehicular control

Driggs-Campbell, K. R., Shia, V. & Bajcsy, R., Jun 29 2015, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 1654-1661 8 p., 7139410.

Research output: Contribution to journalConference article

Testbeds
Railroad cars
Trajectories
Language Model
Syntactics
Broadcast
Experiment
Test Set

Lightweight source authentication and path validation

Kim, T. H. J., Basescu, C., Jia, L., Lee, S. B., Hu, Y-C. & Perrig, A., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 271-282 12 p.

Research output: Contribution to journalConference article

Authentication
Routers
Scalability
Compliance

Manipulation planning with contacts for an extensible elastic rod by sampling on the submanifold of static equilibrium configurations

Roussel, O., Borum, A., Taix, M. & Bretl, T., Jun 29 2015, In : Proceedings - IEEE International Conference on Robotics and Automation. 2015-June, June, p. 3116-3121 6 p., 7139627.

Research output: Contribution to journalConference article

Dynamic models
Sampling
Planning
Grippers
Experiments

On the impossibility of localizing multiple rumor sources in a line graph

Spencer, S. & Srikant, R., Sep 16 2015, In : Performance Evaluation Review. 43, 2, p. 66-68 3 p., 2825262.

Research output: Contribution to journalConference article

Identification (control systems)

PowerFlow: A Toolbox for Modeling and Simulation of Aircraft Systems

Williams, M., Sridharan, S., Banerjee, S., Mak, C., Pauga, C., Krein, P. T., Alleyne, A. G., Jacobi, A. M. & D'Urso, S., Sep 15 2015, In : SAE Technical Papers. 2015-September, September

Research output: Contribution to journalConference article

Aircraft
Engines
Aircraft models
Power quality
System stability