Dan Kushnir

Computer Science · Physical Sciences

10h-index452citations24works0.02yr avg
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Research Topics

Machine Learning and Algorithms(8), Anomaly Detection Techniques and Applications(4), Bayesian Methods and Mixture Models(4), Complex Network Analysis Techniques(3), Neural Networks and Applications(3)

Publications24 total

Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency
arXiv (Cornell University)·2024Open Access
Diffusion-Based Sampling for Deep Active Learning
2023· 1 cited
Impact-driven Exploration with Contrastive Unsupervised Representations
2021
Active Community Detection with Maximal Expected Model Change
International Conference on Artificial Intelligence and Statistics·2020
Diffusion-based Deep Active Learning
arXiv (Cornell University)·2020· 8 citedOpen Access
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time
2019· 3 cited
Predicting Outages in Radio Networks with Alarm Data
2018· 4 cited
Active Community Detection: A Maximum Likelihood Approach
arXiv (Cornell University)·2018· 2 citedOpen Access
Active Community Detection with Maximal Expected Model Change
arXiv (Cornell University)·2018· 1 citedOpen Access
Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds
arXiv (Cornell University)·2017Open Access
Detecting and predicting outages in mobile networks with log data
2017· 13 citedOpen Access
Causality inference for failures in NFV
2016· 11 cited
Predicting home network problems using diverse data
2015· 1 cited
Active-transductive learning with label-adapted kernels
2014· 8 cited
Texture separation via a reference set
Applied and Computational Harmonic Analysis·2013· 24 cited
Prediction of Subscriber Churn Using Social Network Analysis
Bell Labs Technical Journal·2013· 59 cited
Using Social Influence to Predict Subscriber Churn
Journal of Bioresource Management·2012Open Access
Parametrization of Linear Systems Using Diffusion Kernels
IEEE Transactions on Signal Processing·2011· 50 cited
Anisotropic diffusion on sub-manifolds with application to Earth structure classification
Applied and Computational Harmonic Analysis·2011· 58 cited
Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence·2009· 26 cited
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Frequent Co-authors

Hüseyin Uzunalioğlu(5), Achi Brandt(4), Chitra Phadke(4), Veena Mendiratta(3), Ronald R. Coifman(3), Benjamin Mirabelli(3), Meirav Galun(2), Derek Doran(2), Ali Haddad(2), Jörg Schumacher(2), Luca Venturi(2), Shirin Jalali(2), Iraj Saniee(2), Yair Goldberg(1), Alon Zakai(1), Ya’acov Ritov(1), Ronen Talmon(1), Israel Cohen(1), Sharon Gannot(1), Vijay K. Gurbani(1)