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Nicholas M. Boffi
Nicholas M. Boffi
Courant Institute of Mathematical Sciences
Verified email at cims.nyu.edu - Homepage
Title
Cited by
Cited by
Year
Learning stability certificates from data
N Boffi, S Tu, N Matni, JJ Slotine, V Sindhwani
Conference on Robot Learning, 1341-1350, 2021
802021
Stochastic interpolants: A unifying framework for flows and diffusions
MS Albergo*, NM Boffi*, E Vanden-Eijnden
arXiv preprint arXiv:2303.08797, 2023
612023
Implicit regularization and momentum algorithms in nonlinearly parameterized adaptive control and prediction
NM Boffi, JJE Slotine
Neural Computation 33 (3), 590-673, 2021
54*2021
Regret bounds for adaptive nonlinear control
NM Boffi, S Tu, JJE Slotine
Learning for Dynamics and Control, 471-483, 2021
442021
Efficient computation of the hartree–fock exchange in real-space with projection operators
NM Boffi, M Jain, A Natan
Journal of Chemical Theory and Computation 12 (8), 3614-3622, 2016
222016
A continuous-time analysis of distributed stochastic gradient
NM Boffi, JJE Slotine
Neural computation 32 (1), 36-96, 2020
152020
Nonparametric adaptive control and prediction: theory and randomized algorithms
NM Boffi, S Tu, JJE Slotine
Journal of Machine Learning Research, 1-46, 2022
13*2022
Manifold learning for coarse-graining atomistic simulations: Application to amorphous solids
K Kontolati, D Alix-Williams, NM Boffi, ML Falk, CH Rycroft, MD Shields
Acta Materialia 215, 117008, 2021
132021
Probability flow solution of the Fokker–Planck equation
NM Boffi, E Vanden-Eijnden
Machine Learning: Science and Technology 4 (3), 035012, 2023
112023
Characterizing the inverses of block tridiagonal, block Toeplitz matrices
NM Boffi, JC Hill, MG Reuter
Computational Science & Discovery 8 (1), 015001, 2014
102014
The role of dimensionality in the decay of surface effects
MG Reuter, NM Boffi, MA Ratner, T Seideman
The Journal of Chemical Physics 138 (8), 2013
92013
Adversarially robust stability certificates can be sample-efficient
T Zhang, S Tu, N Boffi, JJ Slotine, N Matni
Learning for Dynamics and Control Conference, 532-545, 2022
82022
Parallel three-dimensional simulations of quasi-static elastoplastic solids
NM Boffi, CH Rycroft
Computer Physics Communications 257, 107254, 2020
82020
Stochastic interpolants with data-dependent couplings
MS Albergo, M Goldstein, NM Boffi, R Ranganath, E Vanden-Eijnden
arXiv preprint arXiv:2310.03725, 2023
62023
Asymptotic behavior and interpretation of virtual states: The effects of confinement and of basis sets
NM Boffi, M Jain, A Natan
The Journal of Chemical Physics 144 (8), 2016
62016
Multimarginal generative modeling with stochastic interpolants
MS Albergo, NM Boffi, M Lindsey, E Vanden-Eijnden
arXiv preprint arXiv:2310.03695, 2023
42023
Deep learning probability flows and entropy production rates in active matter
NM Boffi, E Vanden-Eijnden
arXiv preprint arXiv:2309.12991, 2023
22023
The role of optimization geometry in single neuron learning
N Boffi, S Tu, JJ Slotine
International Conference on Artificial Intelligence and Statistics, 11528-11549, 2022
2*2022
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers
N Ma, M Goldstein, MS Albergo, NM Boffi, E Vanden-Eijnden, S Xie
arXiv preprint arXiv:2401.08740, 2024
12024
How microscopic epistasis and clonal interference shape the fitness trajectory in a spin glass model of microbial long-term evolution
NM Boffi, Y Guo, CH Rycroft, A Amir
eLife, 2023
12023
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