Azadeh Khaleghi

According to our database, Azadeh Khaleghi authored at least 17 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Restless Linear Bandits.

Azadeh Khaleghi

CoRR, 2024

2023

Inferring the Mixing Properties of a Stationary Ergodic Process From a Single Sample-Path.

Azadeh Khaleghi, Gábor Lugosi

IEEE Trans. Inf. Theory, June, 2023

2021

Oblivious Data for Fairness with Kernels.

Steffen Grünewälder, Azadeh Khaleghi

J. Mach. Learn. Res., 2021

PyChEst: a Python package for the consistent retrospective estimation of distributional changes in piece-wise stationary time series.

Azadeh Khaleghi, Lukas Zierahn

CoRR, 2021

2020

Clustering piecewise stationary processes.

Azadeh Khaleghi, Daniil Ryabko

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Approximations of the Restless Bandit Problem.

Steffen Grünewälder, Azadeh Khaleghi

J. Mach. Learn. Res., 2019

2016

Nonparametric multiple change point estimation in highly dependent time series.

Azadeh Khaleghi, Daniil Ryabko

Theor. Comput. Sci., 2016

Consistent Algorithms for Clustering Time Series.

Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux

J. Mach. Learn. Res., 2016

2014

Asymptotically consistent estimation of the number of change points in highly dependent time series.

Azadeh Khaleghi, Daniil Ryabko

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

On Some Unsupervised Learning Problems for Highly Dependent Time Series. (Sur quelques problèmes non-supervisés impliquant des séries temporelles hautement dèpendantes).

Azadeh Khaleghi

PhD thesis, 2013

A consistent clustering-based approach to estimating the number of change-points in highly dependent time-series

Azadeh Khaleghi, Daniil Ryabko

CoRR, 2013

2012

Online Clustering of Processes.

Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Multiple Change-Point Estimation in Stationary Ergodic Time-Series

Azadeh Khaleghi, Daniil Ryabko

CoRR, 2012

Locating Changes in Highly Dependent Data with Unknown Number of Change Points.

Azadeh Khaleghi, Daniil Ryabko

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2009

Projective Space Codes for the Injection Metric

Azadeh Khaleghi, Frank R. Kschischang

CoRR, 2009

Subspace Codes.

Azadeh Khaleghi, Danilo Silva, Frank R. Kschischang

Proceedings of the Cryptography and Coding, 2009

2006

Predictive Dynamic User Interfaces for Interactive Visual Search.

Sam Mavandadi, Parham Aarabi, Azadeh Khaleghi, Ron D. Appel

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006