Leena Chennuru Vankadara
Leena Chennuru Vankadara
Verified email at uni-tuebingen.de - Homepage
Title
Cited by
Cited by
Year
Measures of distortion for machine learning.
LC Vankadara, U von Luxburg
NeurIPS, 4891-4900, 2018
52018
On the optimality of kernels for high-dimensional clustering
LC Vankadara, D Ghoshdastidar
International Conference on Artificial Intelligence and Statistics, 2185-2195, 2020
42020
A Robotic Home Assistant with Memory Aid Functionality
I Wieser, S Toprak, A Grenzing, T Hinz, S Auddy, EC Karaoğuz, ...
Joint German/Austrian Conference on Artificial Intelligence (Künstliche …, 2016
32016
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
P Esser, L Chennuru Vankadara, D Ghoshdastidar
Advances in Neural Information Processing Systems 34, 2021
2021
Causal Forecasting: Generalization Bounds for Autoregressive Models
LC Vankadara, PM Faller, L Minorics, D Ghoshdastidar, D Janzing
arXiv preprint arXiv:2111.09831, 2021
2021
Causal Forecasting: Generalization Bounds for Autoregressive Models
L Chennuru Vankadara, PM Faller, L Minorics, D Ghoshdastidar, ...
arXiv e-prints, arXiv: 2111.09831, 2021
2021
Graphon based Clustering and Testing of Networks: Algorithms and Theory
M Sabanayagam, LC Vankadara, D Ghoshdastidar
arXiv preprint arXiv:2110.02722, 2021
2021
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models
L Chennuru Vankadara, S Bordt, U von Luxburg, D Ghoshdastidar
arXiv e-prints, arXiv: 2110.09476, 2021
2021
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models
LC Vankadara, S Bordt, U Luxburg, D Ghoshdastidar
International Conference on Artificial Intelligence and Statistics, 3817-3825, 2021
2021
Large scale ordinal embedding: training neural networks with structure-free inputs
LC Vankadara, S Haghiri, FU Wahab, U von Luxburg
2020
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation
LC Vankadara, S Haghiri, M Lohaus, FU Wahab, U von Luxburg
arXiv preprint arXiv:1912.01666, 2019
2019
Large scale ordinal embedding: training neural networks with structure-free inputs
L Chennuru Vankadara, S Haghiri, FU Wahab, U von Luxburg
arXiv e-prints, arXiv: 1912.01666, 2019
2019
On the optimality of kernels for high-dimensional clustering
L Chennuru Vankadara, D Ghoshdastidar
https://arxiv.org/abs/1912.00458, 2019
2019
Metric Embeddings for Machine Learning
U Luxburg, V Uc-Cetina, LC Vankadara
2018
Optimizing Neural Networks
LC Vankadara
2015
Modeling and Learning for Sequential data
LC Vankadara
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Articles 1–16