Northwestern University

  • United States

Research Output 1948 2020

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Conference article
2014
11 Citations (Scopus)

Sparse PCA with oracle property

Gu, Q., Wang, Z. & Liu, H., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1529-1537 9 p.

Research output: Contribution to journalConference article

Hinges
Covariance matrix
Recovery
Experiments
1 Citation (Scopus)

Stochastic parameterization to represent variability and ex

Langan, R., Archibald, R., Plumlee, M., Mahajan, S., Ricciuto, D., Yang, C., Mei, R., Mao, J., Shi, X. & Fu, J. S., Jan 1 2014, In : Procedia Computer Science. 29, p. 1146-1155 10 p.

Research output: Contribution to journalConference article

Parameterization
Latent heat
Heat flux
Climate models
Computer aided manufacturing
1 Citation (Scopus)

Tackling reversible conversion reaction mechanism for lithium based battery

Luo, L., Wu, J., Xu, J. & Dravid, V. P., Aug 1 2014, In : Microscopy and Microanalysis. 20, 3, p. 1618-1619 2 p.

Research output: Contribution to journalConference article

electric batteries
Lithium
lithium
8 Citations (Scopus)

Tensions and possibilities for political work in the learning sciences

Booker, A. N., Vossoughi, S. & Hooper, P. K., Jan 1 2014, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, January, p. 919-926 8 p.

Research output: Contribution to journalConference article

science
learning
human dignity
history of ideas
learning method
10 Citations (Scopus)

The impact of observation and action errors on informational cascades

Le, T. N., Subramanian, V. G. & Berry, R. A., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 1917-1922 6 p., 7039678.

Research output: Contribution to journalConference article

Cascade
Welfare
Error Rate
Bayesian Learning
Observation
9 Citations (Scopus)

The impact of principle-based reasoning on hands-on, project-based learning

Worsley, M. & Blikstein, P., Jan 1 2014, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, January, p. 1147-1151 5 p.

Research output: Contribution to journalConference article

engineering
expert
learning
Students
learning environment

The impact of text genre on science interest in an authentic science learning environment

McGee, S., Durik, A. M. & Pastor, D. A., Jan 1 2014, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, January, p. 713-720 8 p.

Research output: Contribution to journalConference article

genre
learning environment
Students
science
narrative

Three-dimensional imaging of dislocations and defects in materials at atomic resolution using electron tomography

Miao, J., Chen, C. C., Scott, M. C., Ercius, P., Zhu, C., Mecklenburg, M., White, E. R., Chiu, C. Y., Regan, B. C., Huang, Y., Marks, L. D. & Dahmen, U., Aug 1 2014, In : Microscopy and Microanalysis. 20, 3, p. 1062-1063 2 p.

Research output: Contribution to journalConference article

Tomography
tomography
Imaging techniques
Defects
Electrons
10 Citations (Scopus)

Tighten after relax: Minimax-optimal sparse PCA in polynomial time

Wang, Z., Lu, H. & Liu, H., Jan 1 2014, In : Advances in Neural Information Processing Systems. 4, January, p. 3383-3391 9 p.

Research output: Contribution to journalConference article

Principal component analysis
Polynomials
Statistical methods

Tightening research-practice connections: Taking ISLS findings to public debate

McKenney, S., Gomez, K. & Reiser, B., Jan 1 2014, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, January, p. 1700-1702 3 p.

Research output: Contribution to journalConference article

research practice
parents
leader
teacher
school

Tracking with straw tubes in the PANDA experiment

Bragadireanu, M., Pietreanu, D., Vasile, M. E., Idzik, M., Przyborowski, D., Kulessa, P., Pysz, K., Biernat, J., Jowzaee, S., Korcyl, G., Pałka, M., Salabura, P., Smyrski, J., Bettoni, D., Fioravanti, E., Garzia, I., Savriè, M., Gianotti, P., Lucherini, V., Pace, E. & 15 others, Mertens, M., Ohm, H., Orfanitski, S., Ritman, J., Serdyuk, V., Wintz, P., Dobbs, S., Tomaradze, A., Boca, G. L., Costanza, S., Genova, P., Lavezzi, L., Montagna, P., Rotondi, A. & Spataro, S., Apr 14 2014, In : EPJ Web of Conferences. 66, 11007.

Research output: Contribution to journalConference article

tubes
momentum
prototypes
detectors
proton beams
15 Citations (Scopus)

Uniqueness of tensor decompositions with applications to polynomial identifiability

Bhaskara, A., Charikar, M. & Vijayaraghavan, A., Jan 1 2014, In : Journal of Machine Learning Research. 35, p. 742-778 37 p.

Research output: Contribution to journalConference article

Tensor Decomposition
Identifiability
Tensors
Uniqueness
Polynomials
2013
60 Citations (Scopus)

(More) efficient reinforcement learning via posterior sampling

Osband, I., Van Roy, B. & Russo, D., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Reinforcement learning
Sampling
Learning algorithms
7 Citations (Scopus)

Advanced cold molecule electron EDM

Campbell, W. C., Chan, C., Demille, D., Doyle, J. M., Gabrielse, G., Gurevich, Y. V., Hess, P. W., Hutzler, N. R., Kirilov, E., O'Leary, B., Petrik, E. S., Spaun, B. & Vutha, A. C., Oct 9 2013, In : EPJ Web of Conferences. 57, 02004.

Research output: Contribution to journalConference article

electric moments
electric dipoles
dipole moments
thorium
precession
30 Citations (Scopus)

A high-temperature, high-efficiency solar thermoelectric generator prototype

Olsen, M. L., Warren, E. L., Parilla, P. A., Toberer, E. S., Kennedy, C. E., Snyder, G. J., Firdosy, S. A., Nesmith, B., Zakutayev, A., Goodrich, A., Turchi, C. S., Netter, J., Gray, M. H., Ndione, P. F., Tirawat, R., Baranowski, L. L., Gray, A. & Ginley, D. S., Jan 1 2013, In : Energy Procedia. 49, p. 1460-1469 10 p.

Research output: Contribution to journalConference article

Temperature
Solar absorbers
Solar furnaces
Thermoelectricity
Heat engines
2 Citations (Scopus)
Single-walled Carbon Nanotubes
Single-walled carbon nanotubes (SWCN)
Electronic equipment
carbon nanotubes
Electronics
3 Citations (Scopus)

Bio-integrated electronics and sensor systems

Yeo, W. H., Webb, R. C., Lee, W., Jung, S. & Rogers, J. A., Aug 12 2013, In : Proceedings of SPIE - The International Society for Optical Engineering. 8725, 87251I.

Research output: Contribution to journalConference article

Skin
Electronic equipment
Electronics
Sensor
sensors

Can cochlear mechanics contribute to amplitude modulation perception?

Lee, J. & Dhar, S., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 050115.

Research output: Contribution to journalConference article

products
psychometrics
cochlea
carrier frequencies
sidebands
1 Citation (Scopus)

CASA grande uncertainty propagation framework for risk-informed closure of GSI-191

Letellier, B., Kee, E. & Morton, D., Jan 1 2013, In : Transactions of the American Nuclear Society. 109, PART 2, p. 1911-1913 3 p.

Research output: Contribution to journalConference article

Uncertainty
106 Citations (Scopus)

Detecting and aligning faces by image retrieval

Shen, X., Lin, Z., Brandt, J. & Wu, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3460-3467 8 p., 6619288.

Research output: Contribution to journalConference article

Image retrieval
Face recognition
Classifiers
Detectors
Scanning

DUET 2013: Dual eye tracking in CSCL

Jermann, P., Gergle, D., Bednarik, R. & Dillenbourg, P., Oct 31 2013, In : Computer-Supported Collaborative Learning Conference, CSCL. 2, p. 446-450 5 p.

Research output: Contribution to journalConference article

Websites
methodology
recording
website
interaction

Effects of vocal training on involuntary responses to pitch-shifted voice auditory feedback

Patel, S., Nishimura, C. & Larson, C. R., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060081.

Research output: Contribution to journalConference article

education
voice control
sensory feedback
perturbation
interactions
8 Citations (Scopus)

Electron correlation and spin dynamics in iron pnictides and chalcogenides

Yu, R., Si, Q., Goswami, P. & Abrahams, E., Jan 1 2013, In : Journal of Physics: Conference Series. 449, 1, 012025.

Research output: Contribution to journalConference article

Group 5A compounds
chalcogenides
spin dynamics
iron
electrons
13 Citations (Scopus)

Eluder dimension and the sample complexity of optimistic exploration

Russo, D. & Van Roy, B., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Sampling
Uncertainty
dependent variables
reaction time
proportion
4 Citations (Scopus)

General oracle inequalities for gibbs posterior with application to ranking

Li, C., Jiang, W. & Tanner, M. A., Jan 1 2013, In : Journal of Machine Learning Research. 30, p. 512-521 10 p.

Research output: Contribution to journalConference article

Oracle Inequalities
Ranking
Optimal Convergence Rate
Approximation Error
Bayesian Approach
2 Citations (Scopus)

Going deep: Supporting collaborative exploration of evolution in natural history museums

Davis, P., Horn, M., Schrementi, L., Block, F., Phillips, B., Evans, E. M., Diamond, J. & Shen, C., Oct 31 2013, In : Computer-Supported Collaborative Learning Conference, CSCL. 1, p. 153-160 8 p.

Research output: Contribution to journalConference article

Museums
museum
history
interaction
experience
7 Citations (Scopus)

Human-computer interaction and the learning sciences

Rick, J., Horn, M. & Martinez-Maldonado, R., Oct 31 2013, In : Computer-Supported Collaborative Learning Conference, CSCL. 2, p. 451-455 5 p.

Research output: Contribution to journalConference article

Human computer interaction
interaction
science
learning
interaction research
1 Citation (Scopus)

Integrated cTAKES for concept mention detection and normalization

Liu, H., Wagholikar, K., Jonnalagadda, S. & Sohn, S., Jan 1 2013, In : CEUR Workshop Proceedings. 1179

Research output: Contribution to journalConference article

Glossaries
Semantics
Labeling
Learning systems
93 Citations (Scopus)

Large displacement optical flow from nearest neighbor fields

Chen, Z., Jin, H., Lin, Z., Cohen, S. & Wu, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2443-2450 8 p., 6619160.

Research output: Contribution to journalConference article

Optical flows
Electric fuses
Motion estimation
Nearest neighbor search
2 Citations (Scopus)
levelling
Students
simulation
Large scale systems
demographic situation
1 Citation (Scopus)

Mapping the subcellular localization of Fe3O 4@TiO2 nanoparticles by X-ray Fluorescence Microscopy

Yuan, Y., Chen, S., Gleber, S. C., Lai, B., Brister, K., Flachenecker, C., Wanzer, B., Paunesku, T., Vogt, S. & Woloschak, G. E., Jan 1 2013, In : Journal of Physics: Conference Series. 463, 1, 012020.

Research output: Contribution to journalConference article

microscopy
fluorescence
nanoparticles
cancer
x rays

Modeling loss of coolant accident frequencies and break sizes

Morton, D. P., Pan, Y. A. & Tejada, J. J., Jan 1 2013, In : Transactions of the American Nuclear Society. 109, PART 2, p. 1921-1923 3 p.

Research output: Contribution to journalConference article

Loss of coolant accidents
2 Citations (Scopus)

Multi-criteria optimization based experimental design for parameter estimation of a double feedback gene switching model

Maheshwari, V., Kandpal, M. & Samavedham, L., Jan 1 2013, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 12, PART 1, p. 333-337 5 p.

Research output: Contribution to journalConference article

Design of experiments
Parameter estimation
Genes
Multiobjective optimization
Feedback
3 Citations (Scopus)

Multi-level iteration optimization for the variational nodal method with multi-group GMRES algorithm

Li, Y., Lewis, E. E. & Smith, M. A., Jan 1 2013, In : Transactions of the American Nuclear Society. 108, p. 435-438 4 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)

On branching rules for convex mixed-integer nonlinear optimization

Bonami, P., Lee, J., Leyffer, S. & Wachter, A., Jan 1 2013, In : ACM Journal of Experimental Algorithmics. 18, 2532568.

Research output: Contribution to journalConference article

Branching Rules
Mixed Integer Nonlinear Programming
Nonlinear programming
Nonlinear Optimization
Branching

Phonetic convergence, communicative efficiency, and language distance

Bradlow, A. R., Kim, M. & Kim, M., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060141.

Research output: Contribution to journalConference article

phonetics
conversation
globes
2 Citations (Scopus)

Pressure reconstruction for microrolling process monitoring

Fan, Z., Zou, X., Gao, R. X. & Cao, J., Jan 1 2013, In : Procedia CIRP. 7, p. 258-263 6 p.

Research output: Contribution to journalConference article

Process monitoring
Pressure distribution
Interpolation
Inverse problems
Splines

Rate variation as a talker-specific property in bilingual talkers

Kim, M., Ackerman, L., Burchfield, L. A., Dawdy-Hesterberg, L., Luque, J., Mok, K. & Bradlow, A. R., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060235.

Research output: Contribution to journalConference article

syllables
recording
predictions
3 Citations (Scopus)

Relationship between distortion and working memory for digital noise-reduction processing in hearing aids

Arehart, K., Souza, P., Lunner, T., Pedersen, M. S. & Kates, J., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 050084.

Research output: Contribution to journalConference article

hearing
noise reduction
intelligibility
tradeoffs
masks
2 Citations (Scopus)
Finance
Logistics
Imaging techniques
Experiments

Sensorimotor integration during human self-vocalization: Insights from invasive electrophysiology

Greenlee, J., Behroozmand, R., Larson, C. R., Narayanan, N., Kingyon, J., Oya, H., Kawasaki, H. & Howard, M., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060152.

Research output: Contribution to journalConference article

electrophysiology
cortexes
modulation
potential fields
tracing

Sparse precision matrix estimation with calibration

Zhao, T. & Liu, H., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Calibration
Parameter estimation
Tuning
3 Citations (Scopus)

Sparse principal component analysis for high dimensional multivariate time series

Wang, Z., Han, F. & Liu, H., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 48-56 9 p.

Research output: Contribution to journalConference article

Multivariate Time Series
Principal component analysis
Principal Component Analysis
Time series
High-dimensional

Study of leptonic and semileptonic kaon decays at CERN

Fantechi, R., Ambrosino, F., Antonelli, A., Anzivino, G., Arcidiacono, R., Baldini, W., Balev, S., Batley, J. R., Behler, M., Bifani, S., Biino, C., Bizzeti, A., Bloch-Devaux, B., Bocquet, G., Bolotov, V., Bucci, F., Cabibbo, N., Calvetti, M., Cartiglia, N., Ceccucci, A. & 140 others, Cenci, P., Cerri, C., Cheshkov, C., Chèze, J. B., Clemencic, M., Collazuol, G., Costantini, F., Cotta Ramusino, A., Coward, D., Cundy, D., Dabrowski, A., D'Agostini, G., Dalpiaz, P., Damiani, C., Danielsson, H., De Beer, M., Dellacasa, G., Derré, J., Dibon, H., Di Filippo, D., DiLella, L., Doble, N., Duk, V., Engelfried, J., Eppard, K., Falaleev, V., Fantechi, R., Fidecaro, M., Fiorini, L., Fiorini, M., Fonseca Martin, T., Frabetti, P. L., Fucci, A., Gallorini, S., Gatignon, L., Gersabeck, E., Gianoli, A., Giudici, S., Gonidec, A., Goudzovski, E., Goy Lopez, S., Gushchin, E., Hallgren, B., Hita-Hochgesand, M., Holder, M., Hristov, P., Iacopini, E., Imbergamo, E., Jeitler, M., Kalmus, G., Kekelidze, V., Kleinknecht, K., Kozhuharov, V., Kubischta, W., Kurshetsov, V., Lamanna, G., Lazzeroni, C., Lenti, M., Leonardi, E., Litov, L., Madigozhin, D., Maier, A., Mannelli, I., Marchetto, F., Marel, G., Markytan, M., Marouelli, P., Martini, M., Masetti, L., Massarotti, P., Mazzucato, E., Michetti, A., Mikulec, I., Misheva, M., Molokanova, N., Monnier, E., Moosbrugger, U., Morales Morales, C., Moulson, M., Movchan, S., Munday, D. J., Napolitano, M., Nappi, A., Neuhofer, G., Norton, A., Numao, T., Obraztsov, V., Palladino, V., Patel, M., Pepe, M., Peters, A., Petrucci, F., Petrucci, M. C., Peyaud, B., Piandani, R., Piccini, M., Pierazzini, G., Polenkevich, I., Popov, I., Potrebenikov, Y., Raggi, M., Renk, B., Retière, F., Riedler, P., Romano, A., Rubin, P., Ruggiero, G., Salamon, A., Saracino, G., Savrié, M., Scarpa, M., Semenov, V., Sergi, A., Serra, M., Shieh, M., Shkarovskiy, S., Slater, M. W., Sozzi, M., Spadaro, T., Stoynev, S., Swallow, E., Szleper, M., Valdata-Nappi, M., Valente, P., Vallage, B., Velasco, M., Veltri, M., Venditti, S., Wache, M., Wahl, H., Walker, A., Wanke, R., Widhalm, L., Winhart, A., Winston, R., Wood, M. D., Wotton, S. A., Yushchenko, O., Zinchenko, A. & Ziolkowski, M., Nov 18 2013, In : Proceedings of Science.

Research output: Contribution to journalConference article

decay
CP violation
logic
form factors
pions

The relevance of otoacoustic emission fine structure

Dhar, S., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 050055.

Research output: Contribution to journalConference article

fine structure
hearing
health
examination
propagation
auditory signals
tuning
stimuli
templates
signal detection
2 Citations (Scopus)

Using Landmark Detection to measure effective Clear Speech

Boyce, S., Krause, J., Hamilton, S., Smiljanic, R., Bradlow, A. R., Rivera-Campos, A. & MacAuslan, J., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 060129.

Research output: Contribution to journalConference article

landmarks
intelligibility
linguistics
education
5 Citations (Scopus)

Using macromolecular-crystallography beamline and microfluidic platform for small-angle diffraction studies of lipidic matrices for membrane-protein crystallization

Kondrashkina, E., Khvostichenko, D. S., Perry, S. L., Von Osinski, J., Kenis, P. J. A. & Brister, K., Jan 1 2013, In : Journal of Physics: Conference Series. 425, PART 1, 012013.

Research output: Contribution to journalConference article

crystallography
platforms
crystallization
membranes
proteins

Using mobile technology to support innovation education

Phelan, P., Lewis, D. R., Easterday, M. & Gerber, E., Oct 31 2013, In : Computer-Supported Collaborative Learning Conference, CSCL. 2, p. 333-334 2 p.

Research output: Contribution to journalConference article

Innovation
Education
innovation
innovator
poster