default search action
Leena C. Vankadara
Person information
- affiliation: University of Tübingen, Department of Computer Science, Germany
- affiliation: Max Planck Institute for Intelligent Systems (MPI-IS), Tübingen, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c10]Philipp Michael Faller, Leena C. Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing:
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. AISTATS 2024: 4132-4140 - [c9]Maximilian Fleissner, Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
Explaining Kernel Clustering via Decision Trees. ICLR 2024 - [i12]Maximilian Fleissner, Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
Explaining Kernel Clustering via Decision Trees. CoRR abs/2402.09881 (2024) - [i11]Moritz Haas, Jin Xu, Volkan Cevher, Leena Chennuru Vankadara:
μ P2: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling. CoRR abs/2411.00075 (2024) - 2023
- [j1]Leena Chennuru Vankadara, Michael Lohaus, Siavash Haghiri, Faiz Ul Wahab, Ulrike von Luxburg:
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation. J. Mach. Learn. Res. 24: 191:1-191:83 (2023) - [i10]Dominik Janzing, Philipp Michael Faller, Leena Chennuru Vankadara:
Reinterpreting causal discovery as the task of predicting unobserved joint statistics. CoRR abs/2305.06894 (2023) - [i9]Philipp Michael Faller, Leena Chennuru Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing:
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. CoRR abs/2307.09552 (2023) - 2022
- [c8]Mahalakshmi Sabanayagam, Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
Graphon based Clustering and Testing of Networks: Algorithms and Theory. ICLR 2022 - [c7]Leena Chennuru Vankadara, Luca Rendsburg, Ulrike von Luxburg, Debarghya Ghoshdastidar:
Interpolation and Regularization for Causal Learning. NeurIPS 2022 - [c6]Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing:
Causal forecasting: generalization bounds for autoregressive models. UAI 2022: 2002-2012 - [i8]Leena Chennuru Vankadara, Luca Rendsburg, Ulrike von Luxburg, Debarghya Ghoshdastidar:
Interpolation and Regularization for Causal Learning. CoRR abs/2202.09054 (2022) - [i7]Luca Rendsburg, Leena Chennuru Vankadara, Debarghya Ghoshdastidar
, Ulrike von Luxburg:
A Consistent Estimator for Confounding Strength. CoRR abs/2211.01903 (2022) - 2021
- [c5]Leena C. Vankadara, Sebastian Bordt, Ulrike von Luxburg, Debarghya Ghoshdastidar:
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models. AISTATS 2021: 3817-3825 - [c4]Pascal Mattia Esser, Leena C. Vankadara, Debarghya Ghoshdastidar:
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks. NeurIPS 2021: 27043-27056 - [i6]Mahalakshmi Sabanayagam, Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
Graphon based Clustering and Testing of Networks: Algorithms and Theory. CoRR abs/2110.02722 (2021) - [i5]Leena C. Vankadara, Sebastian Bordt, Ulrike von Luxburg, Debarghya Ghoshdastidar:
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models. CoRR abs/2110.09476 (2021) - [i4]Leena C. Vankadara, Philipp Michael Faller, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing:
Causal Forecasting: Generalization Bounds for Autoregressive Models. CoRR abs/2111.09831 (2021) - [i3]Pascal Mattia Esser, Leena C. Vankadara, Debarghya Ghoshdastidar:
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks. CoRR abs/2112.03968 (2021) - 2020
- [c3]Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
On the optimality of kernels for high-dimensional clustering. AISTATS 2020: 2185-2195
2010 – 2019
- 2019
- [i2]Leena Chennuru Vankadara, Debarghya Ghoshdastidar:
On the optimality of kernels for high-dimensional clustering. CoRR abs/1912.00458 (2019) - [i1]Siavash Haghiri, Leena Chennuru Vankadara, Ulrike von Luxburg:
Large scale representation learning from triplet comparisons. CoRR abs/1912.01666 (2019) - 2018
- [c2]Leena Chennuru Vankadara, Ulrike von Luxburg:
Measures of distortion for machine learning. NeurIPS 2018: 4891-4900 - 2016
- [c1]Iris Wieser, Sibel Toprak
A Robotic Home Assistant with Memory Aid Functionality. KI 2016: 102-115
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 2024-12-11 20:43 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: