default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHarald Oberhauser
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j7]Chad Giusti, Darrick Lee, Vidit Nanda, Harald Oberhauser:
A topological approach to mapping space signatures. Adv. Appl. Math. 163: 102787 (2025)- 2024
- [j6]Uzu Lim
, Harald Oberhauser, Vidit Nanda:
Tangent Space and Dimension Estimation with the Wasserstein Distance. SIAM J. Appl. Algebra Geom. 8(3): 650-685 (2024) - [c9]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Xingchen Wan, Vu Nguyen, Harald Oberhauser, Michael A. Osborne:
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach. AISTATS 2024: 496-504 - [i25]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Saad Hamid, Harald Oberhauser, Michael A. Osborne:
A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting. CoRR abs/2404.12219 (2024) - 2023
- [j5]Francesco Cosentino, Harald Oberhauser, Alessandro Abate:
Grid-Free Computation of Probabilistic Safety With Malliavin Calculus. IEEE Trans. Autom. Control. 68(10): 6369-6376 (2023) - [c8]Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons:
Sampling-based Nyström Approximation and Kernel Quadrature. ICML 2023: 12678-12699 - [c7]Patric Bonnier, Harald Oberhauser, Zoltán Szabó:
Kernelized Cumulants: Beyond Kernel Mean Embeddings. NeurIPS 2023 - [i24]Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons:
Sampling-based Nyström Approximation and Kernel Quadrature. CoRR abs/2301.09517 (2023) - [i23]Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints. CoRR abs/2301.11832 (2023) - [i22]Patric Bonnier, Harald Oberhauser, Zoltán Szabó:
Kernelized Cumulants: Beyond Kernel Mean Embeddings. CoRR abs/2301.12466 (2023) - [i21]Darrick Lee, Harald Oberhauser:
The Signature Kernel. CoRR abs/2305.04625 (2023) - [i20]Masaki Adachi, Satoshi Hayakawa, Xingchen Wan, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Domain-Agnostic Batch Bayesian Optimization with Diverse Constraints via Bayesian Quadrature. CoRR abs/2306.05843 (2023) - [i19]Uzu Lim, Harald Oberhauser, Vidit Nanda:
HADES: Fast Singularity Detection with Local Measure Comparison. CoRR abs/2311.04171 (2023) - [i18]Csaba Tóth, Harald Oberhauser, Zoltán Szabó:
Random Fourier Signature Features. CoRR abs/2311.12214 (2023) - 2022
- [j4]Ilya Chevyrev, Harald Oberhauser:
Signature Moments to Characterize Laws of Stochastic Processes. J. Mach. Learn. Res. 23: 176:1-176:42 (2022) - [c6]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. NeurIPS 2022 - [c5]Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons:
Positively Weighted Kernel Quadrature via Subsampling. NeurIPS 2022 - [c4]Csaba Tóth, Darrick Lee, Celia Hacker, Harald Oberhauser:
Capturing Graphs with Hypo-Elliptic Diffusions. NeurIPS 2022 - [i17]Csaba Tóth, Darrick Lee, Celia Hacker, Harald Oberhauser:
Capturing Graphs with Hypo-Elliptic Diffusions. CoRR abs/2205.14092 (2022) - [i16]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. CoRR abs/2206.04734 (2022) - [i15]Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons:
Hypercontractivity Meets Random Convex Hulls: Analysis of Randomized Multivariate Cubatures. CoRR abs/2210.05787 (2022) - 2021
- [c3]Csaba Tóth, Patric Bonnier, Harald Oberhauser:
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections. ICLR 2021 - [i14]James Foster, Terry J. Lyons, Harald Oberhauser:
The shifted ODE method for underdamped Langevin MCMC. CoRR abs/2101.03446 (2021) - [i13]Harald Oberhauser, Alexander Schell:
Nonlinear Independent Component Analysis for Continuous-Time Signals. CoRR abs/2102.02876 (2021) - [i12]Patrick Kidger, James Foster, Xuechen Li, Harald Oberhauser, Terry J. Lyons:
Neural SDEs as Infinite-Dimensional GANs. CoRR abs/2102.03657 (2021) - [i11]Francesco Cosentino, Harald Oberhauser, Alessandro Abate:
Grid-Free Computation of Probabilistic Safety with Malliavin Calculus. CoRR abs/2104.14691 (2021) - [i10]Satoshi Hayakawa, Harald Oberhauser, Terry J. Lyons:
Positively Weighted Kernel Quadrature via Subsampling. CoRR abs/2107.09597 (2021) - [i9]Uzu Lim, Vidit Nanda, Harald Oberhauser:
Tangent Space and Dimension Estimation with the Wasserstein Distance. CoRR abs/2110.06357 (2021) - 2020
- [j3]Ilya Chevyrev, Vidit Nanda, Harald Oberhauser:
Persistence Paths and Signature Features in Topological Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 192-202 (2020) - [j2]James Foster, Terry J. Lyons, Harald Oberhauser:
An Optimal Polynomial Approximation of Brownian Motion. SIAM J. Numer. Anal. 58(3): 1393-1421 (2020) - [c2]Csaba Tóth, Harald Oberhauser:
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances. ICML 2020: 9548-9560 - [c1]Francesco Cosentino, Harald Oberhauser, Alessandro Abate:
A Randomized Algorithm to Reduce the Support of Discrete Measures. NeurIPS 2020 - [i8]Francesco Cosentino, Harald Oberhauser, Alessandro Abate:
A Randomized Algorithm to Reduce the Support of Discrete Measures. CoRR abs/2006.01757 (2020) - [i7]Francesco Cosentino, Harald Oberhauser, Alessandro Abate:
Acceleration of Descent-based Optimization Algorithms via Carathéodory's Theorem. CoRR abs/2006.01819 (2020) - [i6]Csaba Tóth, Patric Bonnier, Harald Oberhauser:
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections. CoRR abs/2006.07027 (2020)
2010 – 2019
- 2019
- [j1]Franz J. Király, Harald Oberhauser:
Kernels for Sequentially Ordered Data. J. Mach. Learn. Res. 20: 31:1-31:45 (2019) - [i5]Csaba Tóth, Harald Oberhauser:
Variational Gaussian Processes with Signature Covariances. CoRR abs/1906.08215 (2019) - 2018
- [i4]Frithjof Gressmann, Franz J. Király, Bilal A. Mateen, Harald Oberhauser:
Probabilistic supervised learning. CoRR abs/1801.00753 (2018) - [i3]Ilya Chevyrev, Vidit Nanda, Harald Oberhauser:
Persistence paths and signature features in topological data analysis. CoRR abs/1806.00381 (2018) - 2017
- [i2]Terry J. Lyons, Harald Oberhauser:
Sketching the order of events. CoRR abs/1708.09708 (2017) - 2016
- [i1]Franz J. Király, Harald Oberhauser:
Kernels for sequentially ordered data. CoRR abs/1601.08169 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-30 21:33 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
