This is a list of publications on work supported by MATH+ mostly in the classical context of research papers. If you are looking for other types of research output like software, models, data sets or presentations, please refer to the MATH+ Zenodo community (https://zenodo.org/communities/mathplus).
Atmospheric verification of emissions reductions on paths to deep decarbonization Journal Article
In: Environmental Research Letters, vol. 18, no. 4, pp. 044003, 2023.
Confidence tubes for curves on SO(3) and identification of subject-specific gait change after kneeling Journal Article
In: J. Roy. Statist. Soc. Ser. C, vol. 72, no. 5, pp. 1354-1374, 2023.
Estimation of expected Euler characteristic curves of nonstationary smooth random fields Journal Article
In: Ann. Statist., vol. 51, no. 5, pp. 2272-2297, 2023, ISSN: 0090-5364.
SCoPE Sets: A Versatile Framework for Simultaneous Inference Journal Article
In: arXiv preprint arXiv:2302.05139, 2023.
Robust FWER control in Neuroimaging using Random Field Theory: Riding the SuRF to Continuous Land - Part 2 Journal Article
In: arXiv preprint arXiv:2312.10849, 2023.
Precise FWER Control with Gaussian Related Fields: Riding the SuRF to Continuous Land - Part 1 Journal Article
In: arXiv preprint arXiv:2312.13450, 2023.
WPPNets and WPPFlows: The power of Wasserstein patch priors for superresolution Journal Article
In: SIAM Journal on Imaging Sciences, vol. 16, no. 3, pp. 1033–1067, 2023.
PatchNR: Learning from very few images by patch normalizing flow regularization Journal Article
In: Inverse Problems, vol. 39, no. 6, pp. 064006, 2023.
Learning Regularization Parameter-Maps for Variational Image Reconstruction Using Deep Neural Networks and Algorithm Unrolling Journal Article
In: SIAM Journal on Imaging Sciences, vol. 16, no. 4, pp. 2202-2246, 2023.
Conditional generative models are provably robust: pointwise guarantees for Bayesian inverse problems Journal Article
In: Transactions on Machine Learning Research, 2023.
Neural Wasserstein gradient flows for maximum mean discrepancies with Riesz kernels Proceedings Article
In: Krause, A.; Brunskill, E.; Cho, K.; Engelhardt, B.; Sabato, S.; Scarlett, J. (Ed.): Proceedings of the ICML '23, pp. 664–690, PMLR, 2023.
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction. Journal Article
In: ArXiv preprint ArXiv:2312.16611, 2023.
The diagonal of the multiplihedra and the tensor product of $mathrmA_ınfty $-morphisms Journal Article
In: Journal de l’École polytechnique — Mathématiques, vol. 10, pp. 405–446, 2023.
On a Frank-Wolfe approach for abs-smooth functions Journal Article
In: Optimization Methods and Software, 2023.
The Rado multiplicity problem in vector spaces over finite fields Proceedings Article
In: Proceedings of European Conference on Combinatorics, 2023.
The 4-color Ramsey multiplicity of triangles Miscellaneous
2023.
Fully computer-assisted proofs in extremal combinatorics Proceedings Article
In: Proceedings of AAAI Conference on Artificial Intelligence, 2023.
Scylla: a matrix-free fix-propagate-and-project heuristic for mixed-integer optimization Proceedings Article
In: Proceedings of Conference of the Society for Operations Research in Germany, 2023.
Strong convexity of sets in riemannian manifolds Miscellaneous
2023.
Accelerated and sparse algorithms for approximate personalized PageRank and beyond Proceedings Article
In: Proceedings of Annual Workshop on Computational Learning Theory, 2023.