Research Output 1966 2019

2019

1.1 Deep Learning Hardware: Past, Present, and Future

LeCun, Y., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 12-19 8 p. 8662396. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware
Neural networks
Deep learning

Accelerating eulerian fluid simulation with convolutional networks

Tompson, J., Schlachter, K., Sprechmann, P. & Perlin, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Linear systems
simulation
Unsupervised learning
Fluids
Euler equations

Adaptation based on generalized discrepancy

Cortes, C., Mohri, M. & Medina, A. M., Jan 1 2019, In : Journal of Machine Learning Research. 20, p. 1-30 30 p.

Research output: Contribution to journalArticle

Discrepancy
Convex optimization
Training Samples
Convex Optimization
Theoretical Analysis

An algorithmic approach to limit cycles of nonlinear differential systems: The averaging method revisited

Huang, B. & Yap, C., Jul 8 2019, ISSAC 2019 - Proceedings of the 2019 ACM International Symposium on Symbolic and Algebraic Computation. Association for Computing Machinery, p. 211-218 8 p. (Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Averaging Method
Differential System
Limit Cycle
Nonlinear Systems
Averaging

An Improved RNS Variant of the BFV Homomorphic Encryption Scheme

Halevi, S., Polyakov, Y. & Shoup, V., Jan 1 2019, Topics in Cryptology – CT-RSA 2019 - The Cryptographers’ Track at the RSA Conference 2019, Proceedings. Matsui, M. (ed.). Springer-Verlag, p. 83-105 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11405 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Residue number System
Chinese remainder theorem
Homomorphic Encryption
Numbering systems
Fans

An oculus rift assessment of dynamic balance by head mobility in a virtual park scene: A pilot study

Lubetzky, A., Hujsak, B. D., Fu, G. & Perlin, K., Jan 1 2019, In : Motor Control. 23, 1, p. 127-142 16 p.

Research output: Contribution to journalArticle

Head
Head Movements
Biomechanical Phenomena

A stretch-sensing soft glove for interactive hand pose estimation

Glauser, O., Wu, S., Panozzo, D., Hilliges, O. & Sorkine-Hornung, O., Jul 28 2019, ACM SIGGRAPH 2019 Emerging Technologies, SIGGRAPH 2019. Association for Computing Machinery, Inc, (ACM SIGGRAPH 2019 Emerging Technologies, SIGGRAPH 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Capacitive sensors
Sensor arrays
Calibration
Fabrication
Sensors

Author Correction: c-MAF-dependent regulatory T cells mediate immunological tolerance to a gut pathobiont (Nature, (2018), 554, 7692, (373-377), 10.1038/nature25500)

Xu, M., Pokrovskii, M., Ding, Y., Yi, R., Au, C., Harrison, O. J., Galan, C., Belkaid, Y., Bonneau, R. & Littman, D. R., Feb 21 2019, In : Nature. 566, 7744, p. E7

Research output: Contribution to journalComment/debate

Regulatory T-Lymphocytes

A wideband sliding correlator-based channel sounder with synchronization in 65 nm CMOS

Wu, T., Rappaport, T., Knox, M. E. & Shahrjerdi, D., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702223. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Correlators
Synchronization
Acoustic waves
Millimeter waves
Ultra-wideband (UWB)

CAVe: Making collective virtual narrative

Layng, K., Perlin, K., Herscher, S., Brenner, C. & Meduri, T., Jul 28 2019, ACM SIGGRAPH 2019 Art Gallery, SIGGRAPH 2019. Association for Computing Machinery, Inc, (ACM SIGGRAPH 2019 Art Gallery, SIGGRAPH 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Theaters
Virtual reality

CAVE: Making collective virtual narrative

Layng, K., Perlin, K., Herscher, S., Brenner, C. & Meduri, T., Aug 1 2019, In : Leonardo. 52, 4, p. 349-356 8 p.

Research output: Contribution to journalArticle

Theaters
Virtual reality

Challenges using head-mounted displays in shared and social spaces

Gugenheimer, J., McGill, M., Steinicke, F., Mai, C., Williamson, J. & Perlin, K., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3299028. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Display devices

Change surfaces for expressive multidimensional changepoints and counterfactual prediction

Herlands, W., Neill, D., Nickisch, H. & Wilson, A. G., Jun 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

Change Point
Prediction
Gaussian Process
Change-point Model
Posterior Mean

Characterization of Transcriptional Regulatory Networks that Promote and Restrict Identities and Functions of Intestinal Innate Lymphoid Cells

Pokrovskii, M., Hall, J. A., Ochayon, D. E., Yi, R., Chaimowitz, N. S., Seelamneni, H., Carriero, N., Watters, A., Waggoner, S. N., Littman, D. R., Bonneau, R. & Miraldi, E. R., Jul 16 2019, In : Immunity. 51, 1, p. 185-197.e6

Research output: Contribution to journalArticle

Gene Regulatory Networks
Homeostasis
Transcription Factors
Genome
Lymphocytes

Clock Bound Repair for Timed Systems

Kölbl, M., Leue, S. & Wies, T., Jan 1 2019, Computer Aided Verification - 31st International Conference, CAV 2019, Proceedings. Dillig, I. & Tasiran, S. (eds.). Springer-Verlag, p. 79-96 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11561 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Repair
Clocks
Timed Automata
Admissibility
Diagnostics

Conditional Molecular Design with Deep Generative Models

Kang, S. & Cho, K., Jan 28 2019, In : Journal of Chemical Information and Modeling. 59, 1, p. 43-52 10 p.

Research output: Contribution to journalArticle

Molecules
drug
learning
performance
Learning systems

Deception, identity, and security: The game theory of sybil attacks

Casey, W., Kellner, A., Memarmoshrefi, P., Morales, J. A. & Mishra, B., Jan 1 2019, In : Communications of the ACM. 62, 1, p. 85-93 9 p.

Research output: Contribution to journalReview article

Game theory

Deferred runtime pipelining for contentious multicore software transactions

Mu, S., Angel, S. & Shasha, D., Mar 25 2019, Proceedings of the 14th EuroSys Conference 2019. Association for Computing Machinery, Inc, 3303966. (Proceedings of the 14th EuroSys Conference 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Throughput
Concurrency control
Data storage equipment
Opacity
Network protocols

Deformation capture via soft and stretchable sensor arrays

Glauser, O., Panozzo, D., Hilliges, O. & Sorkine-Hornung, O., Apr 1 2019, In : ACM Transactions on Graphics. 38, 2, 16.

Research output: Contribution to journalArticle

Open Access
Sensor arrays
Hardware
Pipelines
Fabrication
Geometry

DesIGN: Design inspiration from generative networks

Sbai, O., Elhoseiny, M., Bordes, A., LeCun, Y. & Couprie, C., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer-Verlag, p. 37-44 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11131 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Loss Function
Shape Design
Evaluation
Network Architecture
Texture

Dialogwae: Multimodal response generation with conditional Wasserstein auto-encoder

Gu, X., Cho, K., Ha, J. W. & Kim, S., Jan 1 2019.

Research output: Contribution to conferencePaper

Normal distribution
conversation
Neural networks
neural network
Experiments

Diffusion scattering transforms on graphs

Gama, F., Bruna Estrach, J. & Ribeiro, A., Jan 1 2019.

Research output: Contribution to conferencePaper

Scattering
Computer vision
data analysis
Graph

Effective subdivision algorithm for isolating zeros of real systems of equations, with complexity analysis

Xu, J. & Yap, C., Jul 8 2019, ISSAC 2019 - Proceedings of the 2019 ACM International Symposium on Symbolic and Algebraic Computation. Association for Computing Machinery, p. 355-362 8 p. (Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Subdivision Algorithm
Complexity Analysis
System of equations
Zero
Zero of a function

Elites tweet to get feet off the streets: Measuring regime social media strategies during protest

Munger, K., Bonneau, R., Nagler, J. & Tucker, J., Oct 1 2019, In : Political Science Research and Methods. 7, 4, p. 815-834 20 p.

Research output: Contribution to journalArticle

Open Access
social media
protest
elite
regime
twitter

Enabling a permanent revolution in internet architecture

McCauley, J., Harchol, Y., Panda, A., Raghavan, B. & Shenker, S., Aug 19 2019, SIGCOMM 2019 - Proceedings of the 2019 Conference of the ACM Special Interest Group on Data Communication. Association for Computing Machinery, Inc, p. 1-14 14 p. (SIGCOMM 2019 - Proceedings of the 2019 Conference of the ACM Special Interest Group on Data Communication).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
permanent revolution
Internet
Slate
functionality

Energy-based generative adversarial networks

Zhao, J., Mathieu, M. & LeCun, Y., Jan 1 2019.

Research output: Contribution to conferencePaper

Discriminators
energy
Image resolution
Logistics
Classifiers

Entropy-SGD: Biasing gradient descent into wide valleys. International Conference on Learning Representations (ICLR) 2017

Chaudhari, P., Choromanska, A., Soatto, S., LeCun, Y., Baldassi, C., Borgs, C., Chayes, J., Sagun, L. & Zecchina, R., Jan 1 2019.

Research output: Contribution to conferencePaper

entropy
Entropy
energy
neural network
learning

Existential monadic second order logic on random rooted trees

Holroyd, A. E., Levy, A., Podder, M. & Spencer, J., Jan 1 2019, In : Discrete Mathematics. 342, 1, p. 152-167 16 p.

Research output: Contribution to journalArticle

Monadic Second-order Logic
Random Trees
Rooted Trees
Coloring
Finiteness

Exploiting high millimeter wave bands for military communications, applications, and design

Harvey, J. F., Steer, M. B. & Rappaport, T., Jan 1 2019, In : IEEE Access. 7, p. 52350-52359 10 p., 8692347.

Research output: Contribution to journalArticle

Military communications
Millimeter waves
Communication
Local area networks
Telecommunication networks

Exploring configuration of mixed reality spaces for communication

He, Z., Perlin, K. & Rosenberg, K. T., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312761. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication

Fast Subgraph Matching Strategies Based on Pattern-Only Heuristics

Aparo, A., Bonnici, V., Micale, G., Ferro, A., Shasha, D., Pulvirenti, A. & Giugno, R., Mar 1 2019, In : Interdisciplinary Sciences: Computational Life Sciences. 11, 1, p. 21-32 12 p.

Research output: Contribution to journalArticle

Heuristic algorithms
Experiments
Heuristics

Feature Preserving Octree-Based Hexahedral Meshing

Gao, X., Shen, H. & Panozzo, D., Jan 1 2019, In : Computer Graphics Forum. 38, 5, p. 135-149 15 p.

Research output: Contribution to journalArticle

Scaffolds
Computer aided design
Tuning
Pipelines
Statistics

For Whom the Bot Tolls: A Neural Networks Approach to Measuring Political Orientation of Twitter Bots in Russia

Stukal, D., Sanovich, S., Tucker, J. & Bonneau, R., Apr 1 2019, In : SAGE Open. 9, 2

Research output: Contribution to journalArticle

Open Access
twitter
political attitude
neural network
Russia
social media

GAIUS: A new mobile content creation and diffusion ecosystem for emerging regions

Ahmad, T., Zaki, Y., Pötsh, T., Chen, J., Sathiaseelan, A. & Subramanian, L., Jan 4 2019, Proceedings of the 10th International Conference on Information and Communication Technologies and Development, ICTD 2019. Association for Computing Machinery, a34

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ecosystems
Websites
Internet

Graph Neural Networks for IceCube Signal Classification

Choma, N., Monti, F., Gerhardt, L., Palczewski, T., Ronaghi, Z., Prabhat, P., Bhimji, W., Bronstein, M., Klein, S. & Bruna Estrach, J., Jan 15 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Sayed-Mouchaweh, M., Lughofer, E., Gama, J. & Kantardzic, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 386-391 6 p. 8614089. (Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Sensors
Signal detection
Observatories
Convolution

Hierarchical RL using an ensemble of proprioceptive periodic policies

Marino, K., Gupta, A., Szlam, A. & Fergus, R., Jan 1 2019.

Research output: Contribution to conferencePaper

reward
Navigation
Ensemble
Reward
Values

High-definition spatial transcriptomics for in situ tissue profiling

Vickovic, S., Eraslan, G., Salmén, F., Klughammer, J., Stenbeck, L., Schapiro, D., Äijö, T., Bonneau, R., Bergenstråhle, L., Navarro, J. F., Gould, J., Griffin, G. K., Borg, Å., Ronaghi, M., Frisén, J., Lundeberg, J., Regev, A. & Ståhl, P. L., Oct 1 2019, In : Nature methods. 16, 10, p. 987-990 4 p.

Research output: Contribution to journalArticle

Tissue
Spatial Analysis
Brain
RNA
Breast Neoplasms

Hostile Blockchain Takeovers

Bonneau, J., Jan 1 2019, Financial Cryptography and Data Security - FC 2018 International Workshops, BITCOIN, VOTING, and WTSC, Revised Selected Papers. Bracciali, A., Zohar, A., Clark, J., Sala, M., Eyal, I., Teague, V. & Pintore, F. (eds.). Springer-Verlag, p. 92-100 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10958 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profitability
Decision making
Decentralized
Profit
Decision Making

Keeping Score: Predictive Analytics in Policing

Fitzpatrick, D. J., Gorr, W. L. & Neill, D., Jan 13 2019, In : Annual Review of Criminology. 2, p. 473-491 19 p.

Research output: Contribution to journalReview article

police
offense
crime prevention
jurisdiction
evaluation

Leveraging chromatin accessibility for transcriptional regulatory network inference in T Helper 17 Cells

Miraldi, E. R., Pokrovskii, M., Watters, A., Castro, D. M., De Veaux, N., Hall, J. A., Lee, J. Y., Ciofani, M., Madar, A., Carriero, N., Littman, D. R. & Bonneau, R., Mar 1 2019, In : Genome Research. 29, 3, p. 449-463 15 p.

Research output: Contribution to journalArticle

Open Access
Th17 Cells
Gene Regulatory Networks
Transposases
Chromatin
Transcription Factors

Low-Order Control Design using a Reduced-Order Model with a Stability Constraint on the Full-Order Model

Benner, P., Mitchell, T. & Overton, M., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3000-3005 6 p. 8619449. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reduced Order Model
Control Design
Controller
Controllers
Model Order Reduction

Millimeter-wave base station diversity for 5G coordinated multipoint (CoMP) applications

MacCartney, G. R. & Rappaport, T., Jul 1 2019, In : IEEE Transactions on Wireless Communications. 18, 7, p. 3395-3410 16 p., 8705688.

Research output: Contribution to journalArticle

Millimeter Wave
Millimeter waves
Base stations
Interference
Fading

Millimeter-Wave Extended NYUSIM Channel Model for Spatial Consistency

Ju, S. & Rappaport, T., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647188. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Millimeter Wave
Channel Model
Millimeter waves
millimeter waves
Particle beam tracking

Model-predictive policy learning with uncertainty regularization for driving in dense traffic

Henaff, M., LeCun, Y. & Canziani, A., Jan 1 2019.

Research output: Contribution to conferencePaper

predictive model
uncertainty
traffic
costs
learning

Multi-study inference of regulatory networks for more accurate models of gene regulation

Castro, D. M., de Veaux, N. R., Miraldi, E. R. & Bonneau, R., Jan 1 2019, In : PLoS Computational Biology. 15, 1, e1006591.

Research output: Contribution to journalArticle

Gene Regulation
Regulatory Networks
Gene expression
gene
Genes

Network Walking charts transcriptional dynamics of nitrogen signaling by integrating validated and predicted genome-wide interactions

Brooks, M. D., Cirrone, J., Pasquino, A. V., Alvarez, J. M., Swift, J., Mittal, S., Juang, C. L., Varala, K., Gutiérrez, R. A., Krouk, G., Shasha, D. & Coruzzi, G., Dec 1 2019, In : Nature Communications. 10, 1, 1569.

Research output: Contribution to journalArticle

Open Access
walking
genome
charts
Walking
Transcription Factors

On the origin of biomolecular networks

Janwa, H., Massey, S. E., Velev, J. & Mishra, B., Jan 1 2019, In : Frontiers in Genetics. 10, APR, 240.

Research output: Contribution to journalArticle

Open Access
Gene Duplication
Game Theory
Horizontal Gene Transfer
Symbiosis
Essential Genes

Poly-spline finite-element method

Schneider, T., Dumas, J., Gao, X., Botsch, M., Panozzo, D. & Zorin, D., Jan 1 2019, In : ACM Transactions on Graphics. 38, 3, 19.

Research output: Contribution to journalArticle

Poisson equation
Splines
Partial differential equations
Stars
Pipelines

Position Locationing for Millimeter Wave Systems

Kanhere, O. & Rappaport, T., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647983. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Millimeter Wave
Data fusion
Ray tracing
Millimeter waves
millimeter waves

Practical guidance on artificial intelligence for health-care data

Ghassemi, M., Naumann, T., Schulam, P., Beam, A. L., Chen, I. Y. & Ranganath, R., Aug 1 2019, In : The Lancet Digital Health. 1, 4, p. e157-e159

Research output: Contribution to journalComment/debate

Open Access
Artificial Intelligence
Delivery of Health Care
Artificial intelligence
Guidance
Healthcare