Azadeh Khaleghi

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 10

Top Topics

Stream Clustering

Outlier Detection

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

INRIA, France (PHD)

Education History

INRIA, France

PHD

Publications

Azadeh Khaleghi, Gábor Lugosi
Inferring the Mixing Properties of a Stationary Ergodic Process From a Single Sample-Path. IEEE Trans. Inf. Theory 69 (6) (2023)
Azadeh Khaleghi, Lukas Zierahn
PyChEst: a Python package for the consistent retrospective estimation of distributional changes in piece-wise stationary time series. CoRR (2021)
Steffen Grünewälder, Azadeh Khaleghi
Oblivious Data for Fairness with Kernels. J. Mach. Learn. Res. 22 (2021)
Steffen Grünewälder, Azadeh Khaleghi
Oblivious Data for Fairness with Kernels. CoRR (2020)
Azadeh Khaleghi, Daniil Ryabko
Clustering piecewise stationary processes. ISIT (2020)
Steffen Grünewälder, Azadeh Khaleghi
Approximations of the Restless Bandit Problem. J. Mach. Learn. Res. 20 (2019)
Azadeh Khaleghi, Daniil Ryabko
Clustering piecewise stationary processes. CoRR (2019)
Steffen Grünewälder, Azadeh Khaleghi
Approximations of the Restless Bandit Problem. CoRR (2017)
Azadeh Khaleghi, Daniil Ryabko
Nonparametric multiple change point estimation in highly dependent time series. Theor. Comput. Sci. 620 (2016)
Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux
Consistent Algorithms for Clustering Time Series. J. Mach. Learn. Res. 17 (2016)
Azadeh Khaleghi, Daniil Ryabko
Asymptotically consistent estimation of the number of change points in highly dependent time series. ICML (2014)
Azadeh Khaleghi, Daniil Ryabko
Nonparametric Multiple Change Point Estimation in Highly Dependent Time Series. ALT (2013)
Azadeh Khaleghi, Daniil Ryabko
A consistent clustering-based approach to estimating the number of change-points in highly dependent time-series CoRR (2013)
Azadeh Khaleghi, Daniil Ryabko
Multiple Change-Point Estimation in Stationary Ergodic Time-Series CoRR (2012)
Azadeh Khaleghi, Daniil Ryabko
Locating Changes in Highly Dependent Data with Unknown Number of Change Points. NIPS (2012)
Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux
Online Clustering of Processes. AISTATS (2012)
Azadeh Khaleghi, Danilo Silva, Frank R. Kschischang
Subspace Codes. IMACC (2009)
Azadeh Khaleghi, Frank R. Kschischang
Projective Space Codes for the Injection Metric CoRR (2009)
Sam Mavandadi, Parham Aarabi, Azadeh Khaleghi, Ron D. Appel
Predictive Dynamic User Interfaces for Interactive Visual Search. ICME (2006)