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2015

Data-driven interactive quadrangulation

Marcias, G., Takayama, K., Pietroni, N., Panozzo, D., Sorkine-Hornung, O., Puppo, E. & Cignoni, P., Aug 1 2015, In : ACM Transactions on Graphics. 34, 4, 65.

Research output: Contribution to journalArticle

DDX5 and its associated lncRNA Rmrp modulate TH17 cell effector functions

Huang, W., Thomas, B., Flynn, R. A., Gavzy, S. J., Wu, L., Kim, S. V., Hall, J. A., Miraldi, E. R., Ng, C. P., Rigo, F. W., Meadows, S., Montoya, N. R., Herrera, N. G., Domingos, A. I., Rastinejad, F., Myers, R. M., Fuller-Pace, F. V., Bonneau, R., Chang, H. Y., Acuto, O. & 1 others, Littman, D. R., Dec 24 2015, In : Nature. 528, 7583, p. 517-522 6 p.

Research output: Contribution to journalArticle

Decentralized utilitarian mechanisms for scheduling games

Cole, R., Correa, J. R., Gkatzelis, V., Mirrokni, V. & Olver, N., Jul 1 2015, In : Games and Economic Behavior. 92, p. 306-326 21 p.

Research output: Contribution to journalArticle

Deep learning

LeCun, Y., Bengio, Y. & Hinton, G., May 27 2015, In : Nature. 521, 7553, p. 436-444 9 p.

Research output: Contribution to journalArticle

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

Cho, K., Courville, A. & Bengio, Y., Nov 1 2015, In : IEEE Transactions on Multimedia. 17, 11, p. 1875-1886 12 p., 7243334.

Research output: Contribution to journalArticle

Detection of third and sixth cranial nerve palsies with a novel method for eye tracking while watching a short film clip

Samadani, U., Farooq, S., Ritlop, R., Warren, F., Reyes, M., Lamm, E., Alex, A., Nehrbass, E., Kolecki, R., Jureller, M., Schneider, J., Chen, A., Shi, C., Mendhiratta, N., Huang, J. H., Qian, M., Kwak, R., Mikheev, A., Rusinek, H., George, A. & 4 others, Fergus, R., Kondziolka, D., Huang, P. P. & Smith, R. T., Mar 2015, In : Journal of Neurosurgery. 122, 3, p. 707-720 14 p.

Research output: Contribution to journalArticle

Directional Cell Discovery in Millimeter Wave Cellular Networks

Barati, C. N., Hosseini, S. A., Rangan, S., Liu, P., Korakis, T., Panwar, S. & Rappaport, T., Dec 1 2015, In : IEEE Transactions on Wireless Communications. 14, 12, p. 6664-6678 15 p., 7161389.

Research output: Contribution to journalArticle

Directional cell search for millimeter wave cellular networks

Barati, C. N., Hosseini, S. A., Rangan, S., Liu, P., Korakis, T., Panwar, S. & Rappaport, T., 2015, In : IEEE Transactions on Wireless Communications. PP, 99

Research output: Contribution to journalArticle

DNA sequence classification via an expectation maximazation algorithm and neural networks: A case study

Ma, Q., Wang, J. T. L., Shasha, D. & Wu, C. H., 2015, (Submitted) In : IEEE Transactions on Broadcasting. Special Issue on Knowledge Management, To appear.

Research output: Contribution to journalArticle

Dyadic T-mesh subdivision

Kovacs, D., Bisceglio, J. & Zorin, D., Jul 27 2015, In : ACM Transactions on Graphics. 34, 4, 143.

Research output: Contribution to journalArticle

Elastic textures for additive fabrication

Panetta, J., Zhou, Q., Malomo, L., Pietroni, N., Cignoni, P. & Zorin, D., Jul 27 2015, In : ACM Transactions on Graphics. 34, 4, 135.

Research output: Contribution to journalArticle

Ethical guidelines for a superintelligence

Davis, E., 2015, In : Artificial Intelligence. 220, p. 121-124 4 p.

Research output: Contribution to journalArticle

Fixed low-order controller design and H optimization for large-scale dynamical systems

Mitchell, T. & Overton, M., Jul 1 2015, In : Unknown Journal. 28, 14, p. 25-30 6 p.

Research output: Contribution to journalArticle

Frame-Based Medium Access Control for 5G Wireless Networks

Son, I. K., Mao, S., Li, Y., Chen, M., Gong, M. X. & Rappaport, T. T. S., Dec 1 2015, In : Mobile Networks and Applications. 20, 6, p. 763-772 10 p.

Research output: Contribution to journalArticle

Gaussian processes for independence tests with non-iid data in causal inference

Flaxman, S. R., Neill, D. & Smola, A. J., Dec 1 2015, In : ACM Transactions on Intelligent Systems and Technology. 7, 2, 22.

Research output: Contribution to journalArticle

GNUC: A New Universal Composability Framework

Hofheinz, D. & Shoup, V., Jul 12 2015, In : Journal of Cryptology. 28, 3, p. 423-508 86 p.

Research output: Contribution to journalArticle

Guest Editorial: Deep Learning

Ranzato, MA. A., Hinton, G. & LeCun, Y., May 1 2015, In : International Journal of Computer Vision. 113, 1, p. 1-2 2 p.

Research output: Contribution to journalArticle

Heat Diffusion with Frozen Boundary

Florescu, L., Ganguly, S., Peres, Y. & Spencer, J., Aug 2 2015, In : Journal of Statistical Physics. 161, 3, p. 521-531 11 p.

Research output: Contribution to journalArticle

Human Rights Event Detection from Heterogeneous Social Media Graphs

Chen, F. & Neill, D., Mar 1 2015, In : Big Data. 3, 1, p. 34-40 7 p.

Research output: Contribution to journalArticle

Indoor office wideband millimeter-wave propagation measurements and channel models at 28 and 73 GHz for Ultra-Dense 5G Wireless Networks

MacCartney, G. R., Rappaport, T., Sun, S. & Deng, S., Oct 5 2015, In : IEEE Access. 3, p. 2388-2424 37 p., 7289335.

Research output: Contribution to journalArticle

Information Extraction

Grishman, R., Sep 1 2015, In : IEEE Intelligent Systems. 30, 5, p. 8-15 8 p., 7243219.

Research output: Contribution to journalArticle

Instant field-aligned meshes

Jakob, W., Tarini, M., Panozzo, D. & Sorkine-Hornung, O., Nov 1 2015, In : ACM Transactions on Graphics. 34, 6, 189.

Research output: Contribution to journalArticle

Integrable PolyVector fields

Diamanti, O., Vaxman, A., Panozzo, D. & Sorkine-Hornung, O., Jul 27 2015, In : ACM Transactions on Graphics. 34, 4, 38.

Research output: Contribution to journalArticle

Intermittent process analysis with scattering moments

Bruna, B. Y. J., Mallat, S. T., Bacry, E. & Muzy, J. F. R., Feb 1 2015, In : Annals of Statistics. 43, 1, p. 323-351 29 p.

Research output: Contribution to journalArticle

Inter-species pathway perturbation prediction via data-driven detection of functional homology

Hafemeister, C., Romero, R., Bilal, E., Meyer, P., Norel, R., Rhrissorrakrai, K., Bonneau, R. & Tarca, A. L., Feb 15 2015, In : Bioinformatics. 31, 4, p. 501-508 8 p.

Research output: Contribution to journalArticle

Low-rank spatial channel estimation for millimeter wave cellular systems

Eliasi, P. A., Rangan, S. & Rappaport, T., Oct 2015, (Accepted/In press) In : IEEE Transactions on Wireless Communications. Accepted.

Research output: Contribution to journalArticle

Machine learning approaches for early DRG classification and resource allocation

Gartner, D., Kolisch, R., Neill, D. & Padman, R., Jan 1 2015, In : INFORMS Journal on Computing. 27, 4, p. 718-734 17 p.

Research output: Contribution to journalArticle

Measuring the usefulness of hidden units in Boltzmann machines with mutual information

Berglund, M., Raiko, T. & Cho, K., Apr 1 2015, In : Neural Networks. 64, p. 12-18 7 p.

Research output: Contribution to journalArticle

Millimeter-Wave Omnidirectional Path Loss Data for Small Cell 5G Channel Modeling

Maccartney, G. R., Rappaport, T., Samimi, M. K. & Sun, S., 2015, In : IEEE Access. 3, p. 1573-1580 8 p., 7181638.

Research output: Contribution to journalArticle

Multiple abiotic stimuli are integrated in the regulation of rice gene expression under field conditions

Plessis, A., Hafemeister, C., Wilkins, O., Gonzaga, Z. J., Meyer, R. S., Pires, I., Müller, C., Septiningsih, E. M., Bonneau, R. & Purugganan, M., Nov 26 2015, In : eLife. 4, NOVEMBER2015, e08411.

Research output: Contribution to journalArticle

Narrowing the difficulty gap for the Celis–Dennis–Tapia problem

Bomze, I. M. & Overton, M. L., Jul 27 2015, In : Mathematical Programming. 151, 2, p. 459-476 18 p.

Research output: Contribution to journalArticle

Netmatchstar: An enhanced Cytoscape network querying app [version 2; referees: 2 approved]

Rinnone, F., Micale, G., Bonnici, V., Bader, G. D., Shasha, D., Ferro, A., Pulvirenti, A. & Giugno, R., 2015, In : F1000Research. 4, 479.

Research output: Contribution to journalArticle

On-line learning algorithms for path experts with non-additive losses

Cortes, C., Kuznetsov, V., Mohri, M. & Warmuth, M. K., 2015, In : Journal of Machine Learning Research. 40, 2015

Research output: Contribution to journalArticle

On Link Scheduling Under Blockage and Interference in 60-GHz Ad Hoc Networks

He, Z., Mao, S. & Rappaport, T., 2015, In : IEEE Access. 3, p. 1437-1449 13 p., 7210127.

Research output: Contribution to journalArticle

On soft predicates in subdivision motion planning

Wang, C., Chiang, Y. J. & Yap, C., Jun 3 2015, In : Computational Geometry: Theory and Applications. 48, 8, p. 589-605 17 p.

Research output: Contribution to journalArticle

On the spectra of first-order language properties for random graphs

Spencer, J. H. & Zhukovskii, M. E., Jul 10 2015, In : Doklady Mathematics. 92, 1, p. 503-506 4 p.

Research output: Contribution to journalArticle

Passwords and the evolution of imperfect authentication

Bonneau, J., Herley, C., Van Oorschot, P. C. & Stajano, F., Jul 1 2015, In : Communications of the ACM. 58, 7, p. 78-87 10 p.

Research output: Contribution to journalArticle

Polynomial stabilization with bounds on the controller coefficients

Eaton, J., Grundel, S., Gürbüzbalaban, M. & Overton, M., Jul 1 2015, In : Unknown Journal. 28, 14, p. 382-387 6 p.

Research output: Contribution to journalArticle

Population-level prediction of type 2 diabetes from claims data and analysis of risk factors

Razavian, N., Blecker, S., Schmidt, A. M., Smith-Mclallen, A., Nigam, S. & Sontag, D., Dec 1 2015, In : Big Data. 3, 4, p. 277-287 11 p.

Research output: Contribution to journalArticle

Probabilistic Omnidirectional Path Loss Models for Millimeter-Wave Outdoor Communications

Samimi, M. K., Rappaport, T. & Maccartney, G. R., Aug 1 2015, In : IEEE Wireless Communications Letters. 4, 4, p. 357-360 4 p., 7070688.

Research output: Contribution to journalArticle

Protest in the Age of Social Media: Technology and Ukraine’s #Euromaidan

Tucker, J., Metzger, M., Penfold-Brown, D., Bonneau, R., Jost, J. & Nagler, J., Jan 2015, Medium.com - Online Blog.

Research output: Contribution to specialist publicationArticle

Quantum XOR games

Regev, O. & Vidick, T., Aug 1 2015, In : ACM Transactions on Computation Theory. 7, 4, 15.

Research output: Contribution to journalArticle

Ramsey theory and the probabilistic method

Graham, R. L. & Spencer, J., Jan 1 2015, In : Notices of the American Mathematical Society. 62, 2, p. 132-136 5 p.

Research output: Contribution to journalArticle

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

Perotte, A., Ranganath, R., Hirsch, J. S., Blei, D. & Elhadad, N., Jan 1 2015, In : Journal of the American Medical Informatics Association. 22, 4, p. 872-880 9 p.

Research output: Contribution to journalArticle

River: An intermediate language for stream processing

Soulé, R., Hirzel, M., Gedik, B. & Grimm, R., 2015, (Accepted/In press) In : Software - Practice and Experience.

Research output: Contribution to journalArticle

Safe for generations to come: Considerations of safety for millimeter waves in wireless communications

Wu, T., Rappaport, T. S. & Collins, C. M., Mar 1 2015, In : IEEE Microwave Magazine. 16, 2, p. 65-84 20 p., 7032050.

Research output: Contribution to journalArticle