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Stratis Ioannidis


On the Sample Complexity of Rank Regression from Pairwise Comparisons

May 04, 2021
Berkan Kadioglu, Peng Tian, Jennifer Dy, Deniz Erdogmus, Stratis Ioannidis

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Machine Learning on Camera Images for Fast mmWave Beamforming

Feb 15, 2021
Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer Dy, Stratis Ioannidis, Kaushik Chowdhury

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No-Regret Caching via Online Mirror Descent

Feb 08, 2021
Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis

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Submodular Maximization via Taylor Series Approximation

Jan 19, 2021
Gözde Özcan, Armin Moharrer, Stratis Ioannidis

* 15 pages, 2 figures, to be published in the SIAM International Conference on Data Mining proceedings (SDM 2021) 

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Open-World Class Discovery with Kernel Networks

Dec 13, 2020
Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik Chowdhury, Stratis Ioannidis, Jennifer Dy

* Accepted to the IEEE International Conference on Data Mining 2020 (ICDM'20); Best paper candidate 

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Learn-Prune-Share for Lifelong Learning

Dec 13, 2020
Zifeng Wang, Tong Jian, Kaushik Chowdhury, Yanzhi Wang, Jennifer Dy, Stratis Ioannidis

* Accepted to the IEEE International Conference on Data Mining 2020 (ICDM'20) 

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Bandits Under The Influence (Extended Version)

Sep 21, 2020
Silviu Maniu, Stratis Ioannidis, Bogdan Cautis

* 27 pages, 4 figures, 6 tables. Extended version of accepted ICDM 2020 conference article 

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Iterative Spectral Method for Alternative Clustering

Sep 08, 2019
Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David Kaeli, Jennifer G. Dy

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Deep Kernel Learning for Clustering

Aug 09, 2019
Chieh Wu, Zulqarnain Khan, Yale Chang, Stratis Ioannidis, Jennifer Dy

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Accelerated Experimental Design for Pairwise Comparisons

Jan 18, 2019
Yuan Guo, Jennifer Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

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ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks

Dec 03, 2018
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik Chowdhury

* Accepted in IEEE INFOCOM 2019, Paris, France, May 2019 

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Deep feature transfer between localization and segmentation tasks

Nov 10, 2018
Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogumus, Stratis Ioannidis, Jennifer Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown

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Learning Combinations of Sigmoids Through Gradient Estimation

Jan 17, 2018
Stratis Ioannidis, Andrea Montanari

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Truthful Linear Regression

Jun 10, 2015
Rachel Cummings, Stratis Ioannidis, Katrina Ligett

* To appear in Proceedings of the 28th Annual Conference on Learning Theory (COLT 2015) 

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Guess Who Rated This Movie: Identifying Users Through Subspace Clustering

Aug 09, 2014
Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Learning Mixtures of Linear Classifiers

Jul 30, 2014
Yuekai Sun, Stratis Ioannidis, Andrea Montanari

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Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization

Jul 30, 2014
Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft

* This is the extended version of a paper that appeared in ACM RecSys 2014 

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Privacy Tradeoffs in Predictive Analytics

Mar 31, 2014
Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft

* Extended version of the paper appearing in SIGMETRICS 2014 

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From Small-World Networks to Comparison-Based Search

Feb 10, 2014
Amin Karbasi, Stratis Ioannidis, Laurent Massoulie

* 42 pages 

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Linear Regression as a Non-Cooperative Game

Sep 30, 2013
Stratis Ioannidis, Patrick Loiseau

* Full version of WINE 2013 paper with the same title 

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Identifying Users From Their Rating Patterns

Jul 26, 2012
José Bento, Nadia Fawaz, Andrea Montanari, Stratis Ioannidis

* Winner of the 2011 Challenge on Context-Aware Movie Recommendation (RecSys 2011 - CAMRa2011) 

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Comparison-Based Learning with Rank Nets

Jun 18, 2012
Amin Karbasi, Stratis Ioannidis, laurent Massoulie

* ICML2012 

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