Research Output

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Conference article
2018

Parameters as interacting particles: Long time convergence and asymptotic error scaling of neural networks

Rotskoff, G. M. & Vanden-Eijnden, E., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 7146-7155 10 p.

Research output: Contribution to journalConference article

2017

Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration

Altschuler, J., Weed, J. & Rigollet, P., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1965-1975 11 p.

Research output: Contribution to journalConference article

2016

Online learning in repeated auctions

Weed, J., Perchet, V. & Rigollet, P., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 1562-1583 22 p.

Research output: Contribution to journalConference article

On the low-rank approach for semidefinite programs arising in synchronization and community detection

Bandeira, A. S., Boumal, N. & Voroninski, V., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 361-382 22 p.

Research output: Contribution to journalConference article

The non-convex burer-monteiro approach works on smooth semidefinite programs

Boumal, N., Voroninski, V. & Bandeira, A. S., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 2765-2773 9 p.

Research output: Contribution to journalConference article

2015

A black-box method for parametric model order reduction

Geuss, M., Lohmann, B., Peherstorfer, B. & Willcox, K., Feb 1 2015, In : IFAC-PapersOnLine. 28, 1, p. 168-169 2 p.

Research output: Contribution to journalConference article

Detecting and adapting to parameter changes for reduced models of dynamic data-driven application systems

Peherstorfer, B. & Willcox, K., Jan 1 2015, In : Procedia Computer Science. 51, 1, p. 2553-2562 10 p.

Research output: Contribution to journalConference article

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

Mitchell, T. & Overton, M. L., Jul 1 2015, In : IFAC-PapersOnLine. 28, 14, p. 25-30 6 p.

Research output: Contribution to journalConference article

Open Problem: The landscape of the loss surfaces of multilayer networks

Choromanska, A., LeCun, Y. & Arous, G. B., Jan 1 2015, In : Journal of Machine Learning Research. 40, 2015

Research output: Contribution to journalConference article

Polynomial stabilization with bounds on the controller coefficients

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

Research output: Contribution to journalConference article

The loss surfaces of multilayer networks

Choromanska, A., Henaff, M., Mathieu, M., Arous, G. B. & LeCun, Y., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 192-204 13 p.

Research output: Contribution to journalConference article

Uncertainty estimation for full waveform inversion with a prior information from depth migration

Zhu, H., Li, S., Fomel, S., Stadler, G. & Ghattas, O., Jan 1 2015, In : SEG Technical Program Expanded Abstracts. 34, p. 1409-1414 6 p.

Research output: Contribution to journalConference article

2014

Open problem: Tightness of maximum likelihood semidefinite relaxations

Bandeira, A. S., Khoo, Y. & Singer, A., Jan 1 2014, In : Journal of Machine Learning Research. 35, p. 1265-1267 3 p.

Research output: Contribution to journalConference article

2013

Analysis of car crash simulation data with nonlinear machine learning methods

Bohn, B., Garcke, J., Iza-Teran, R., Paprotny, A., Peherstorfer, B., Schepsmeier, U. & Thole, C. A., Jan 1 2013, In : Procedia Computer Science. 18, p. 621-630 10 p.

Research output: Contribution to journalConference article

2012

Semi-coarsening in space and time for the hierarchical transformation multigrid method

Peherstorfer, B. & Bungartz, H. J., Jan 1 2012, In : Procedia Computer Science. 9, p. 2000-2003 4 p.

Research output: Contribution to journalConference article

2009

ALPS: A framework for parallel adaptive PDE solution

Burstedde, C., Burtscher, M., Ghattas, O., Stadler, G., Tu, T. & Wilcox, L. C., Jan 1 2009, In : Journal of Physics: Conference Series. 180, 1, 012009.

Research output: Contribution to journalConference article

Whole-volume integrated gyrokinetic simulation of plasma turbulence in realistic diverted-tokamak geometry

Chang, C. S., Ku, S., Diamond, P., Adams, M., Barreto, R., Chen, Y., Cummings, J., D'Azevedo, E., Dif-Pradalier, G., Ethier, S., Greengard, L., Hahm, S., Hinton, F., Keyes, D., Klasky, S., Lin, Z., Lofstead, J., Park, G., Parker, S., Podhorszki, N. & 8 others, Schwan, K., Shoshani, A., Silver, D., Wolf, M., Worley, P., Weitzner, H., Yoon, E. & Zorin, D., Jan 1 2009, In : Journal of Physics: Conference Series. 180, 1, 012057.

Research output: Contribution to journalConference article

2005

Euclidean distortion and the Sparsest Cut

Arora, S., Lee, J. R. & Naor, A., Dec 1 2005, In : Proceedings of the Annual ACM Symposium on Theory of Computing. p. 553-562 10 p.

Research output: Contribution to journalConference article

2004

A Halfliar's game

Dumitriu, I. & Spencer, J., Feb 19 2004, In : Theoretical Computer Science. 313, 3, p. 353-369 17 p.

Research output: Contribution to journalConference article

Monte Carlo methods for american options

Caflisch, R. E. & Chaudhary, S., Dec 1 2004, In : Proceedings - Winter Simulation Conference. 2, p. 1656-1659 4 p.

Research output: Contribution to journalConference article

2003

A nonsmooth, nonconvex optimization approach to Robust Stabilization by static output feedback and Low-order controllers

Burke, J. V., Lewis, A. S. & Overton, M. L., Jan 1 2003, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 36, 11, p. 175-181 7 p.

Research output: Contribution to journalConference article

Functional labels and syntactic entropy on DNA strings and proteins

Carbone, A. & Gromov, M., Jun 28 2003, In : Theoretical Computer Science. 303, 1, p. 35-51 17 p.

Research output: Contribution to journalConference article

On the maximum satisfiability of random formulas

Achlioptas, D., Naor, A. & Peres, Y., Dec 2 2003, In : Annual Symposium on Foundations of Computer Science - Proceedings. p. 362-370 9 p.

Research output: Contribution to journalConference article

2002

Continuum limit of a step flow model of epitaxial growth

Kohn, R. V., Lo, T. S. & Yip, N. K., Jan 1 2002, In : Materials Research Society Symposium - Proceedings. 696, p. 285-291 7 p.

Research output: Contribution to journalConference article

2001

Lattice deformations at martensite-martensite interfaces in Ni-Al

Schryvers, D., Boullay, P., Kohn, R. & Ball, J., Nov 1 2001, In : Journal De Physique. IV : JP. 11, 8, p. Pr823-Pr830

Research output: Contribution to journalConference article

Modeling MOCVD growth of YBCO thin films

Lo, T. S. & Kohn, R. V., Dec 1 2001, In : Materials Research Society Symposium - Proceedings. 648, p. P6491-P6497

Research output: Contribution to journalConference article

2000

Dynamics of excitatory networks of bursting pacemaking neurons: Modeling and experimental studies of the respiratory central pattern generator

Butera, R. J., Johnson, S. M., Delnegro, C. A., Rinzel, J. & Smith, J. C., Jun 1 2000, In : Neurocomputing. 32-33, p. 323-330 8 p.

Research output: Contribution to journalConference article

Fast neural network simulations with population density methods

Nykamp, D. Q. & Tranchina, D., Jun 1 2000, In : Neurocomputing. 32-33, p. 487-492 6 p.

Research output: Contribution to journalConference article

1999

About computations of Hele-Shaw flow of non-Newtonian fluids

Kondic, L., Fast, P. & Shelley, M. J., Jan 1 1999, In : Materials Research Society Symposium - Proceedings. 543, p. 207-212 6 p.

Research output: Contribution to journalConference article

Feedback control of morphology during III-V semiconductor growth by molecular beam epitaxy

Kosut, R. L., Caflisch, R., Gyure, M., Meyer, D. G. & Engelmann, A., Dec 1 1999, In : Proceedings of the IEEE Conference on Decision and Control. 4, p. 4204-4209 6 p.

Research output: Contribution to journalConference article

Trajectory morphing applied to epitaxial thin film growth

Engelmann, A. P., Meyer, D. G., Hauser, J. & Caflisch, R., Dec 1 1999, In : Proceedings of the American Control Conference. 5, p. 3589-3593 5 p.

Research output: Contribution to journalConference article

1998

Island-size distributions for submonolayer epitaxy: Rate equations and beyond

Vvedensky, D. D., Caflisch, R. E., Gyure, M. F., Merriman, B., Osher, S., Ratsch, C. & Zinck, J. J., Jan 1 1998, In : Materials Research Society Symposium - Proceedings. 528, p. 261-274 14 p.

Research output: Contribution to journalConference article

1996

Fast algorithms for composite materials

Greengard, L., Dec 1 1996, In : Materials Research Society Symposium - Proceedings. 408, p. 93-97 5 p.

Research output: Contribution to journalConference article

1994

Behavior of polycrystalline shape-memory materials

Bhattacharya, K. & Kohn, R. V., Dec 1 1994, In : American Society of Mechanical Engineers, Applied Mechanics Division, AMD. 189, p. 1-9 9 p.

Research output: Contribution to journalConference article

Effective moduli and electro-acoustic performance of epoxy-ceramic 1-3 piezocomposites

Avellaneda, M. & Swart, P. J., May 1 1994, In : Proceedings of SPIE - The International Society for Optical Engineering. 2192, p. 394-402 9 p.

Research output: Contribution to journalConference article

1993

Statistical mechanics of a positron in a classical fluid

Percus, J. K., Jan 1 1993, In : Journal De Physique. IV : JP. 3, 4, p. 49-57 9 p.

Research output: Contribution to journalConference article

1987

THRESHOLD SPECTRA FOR RANDOM GRAPHS.

Shelah, S. & Spencer, J., Dec 1 1987, In : Conference Proceedings of the Annual ACM Symposium on Theory of Computing. p. 421-424 4 p.

Research output: Contribution to journalConference article

1980

TANGENT VECTOR AS A REFERENCE FRAME FREE METHOD OF ANALYSIS OF LEFT VENTRICULAR SHAPE AND SHAPE CHANGE.

Cohen, M., Peskin, C., Teichholz, L. & Thornton, J., Jan 1 1980, In : Computers in Cardiology. p. 257-260 4 p.

Research output: Contribution to journalConference article

1978

Coping with errors in binary search procedures

Rivest, R. L., Meyer, A. R., Kleitman, D. J., Winklmann, K. & Spencer, J., May 1 1978, In : Proceedings of the Annual ACM Symposium on Theory of Computing. p. 227-232 6 p.

Research output: Contribution to journalConference article