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Poster
Stability of $K$-Means Clustering
Sasha Rakhlin · Andrea Caponnetto
Author Information
Sasha Rakhlin (University of Pennsylvania)
Andrea Caponnetto
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2016 Workshop: Time Series Workshop »
Oren Anava · Marco Cuturi · Azadeh Khaleghi · Vitaly Kuznetsov · Sasha Rakhlin -
2015 Workshop: Time Series Workshop »
Oren Anava · Azadeh Khaleghi · Vitaly Kuznetsov · Alexander Rakhlin -
2015 Poster: Adaptive Online Learning »
Dylan Foster · Alexander Rakhlin · Karthik Sridharan -
2015 Spotlight: Adaptive Online Learning »
Dylan Foster · Alexander Rakhlin · Karthik Sridharan -
2014 Workshop: Modern Nonparametrics 3: Automating the Learning Pipeline »
Eric Xing · Mladen Kolar · Arthur Gretton · Samory Kpotufe · Han Liu · Zoltán Szabó · Alan Yuille · Andrew G Wilson · Ryan Tibshirani · Sasha Rakhlin · Damian Kozbur · Bharath Sriperumbudur · David Lopez-Paz · Kirthevasan Kandasamy · Francesco Orabona · Andreas Damianou · Wacha Bounliphone · Yanshuai Cao · Arijit Das · Yingzhen Yang · Giulia DeSalvo · Dmitry Storcheus · Roberto Valerio -
2013 Workshop: Learning Faster From Easy Data »
Peter Grünwald · Wouter M Koolen · Sasha Rakhlin · Nati Srebro · Alekh Agarwal · Karthik Sridharan · Tim van Erven · Sebastien Bubeck -
2013 Workshop: Perturbations, Optimization, and Statistics »
Tamir Hazan · George Papandreou · Sasha Rakhlin · Danny Tarlow -
2013 Poster: Optimization, Learning, and Games with Predictable Sequences »
Sasha Rakhlin · Karthik Sridharan -
2013 Poster: Online Learning of Dynamic Parameters in Social Networks »
Shahin Shahrampour · Sasha Rakhlin · Ali Jadbabaie -
2012 Poster: Relax and Randomize : From Value to Algorithms »
Sasha Rakhlin · Ohad Shamir · Karthik Sridharan -
2012 Oral: Relax and Randomize : From Value to Algorithms »
Sasha Rakhlin · Ohad Shamir · Karthik Sridharan -
2011 Workshop: Computational Trade-offs in Statistical Learning »
Alekh Agarwal · Sasha Rakhlin -
2011 Session: Oral Session 12 »
Sasha Rakhlin -
2011 Poster: Lower Bounds for Passive and Active Learning »
Maxim Raginsky · Sasha Rakhlin -
2011 Poster: Stochastic convex optimization with bandit feedback »
Alekh Agarwal · Dean P Foster · Daniel Hsu · Sham M Kakade · Sasha Rakhlin -
2011 Spotlight: Lower Bounds for Passive and Active Learning »
Maxim Raginsky · Sasha Rakhlin -
2011 Poster: Online Learning: Stochastic, Constrained, and Smoothed Adversaries »
Sasha Rakhlin · Karthik Sridharan · Ambuj Tewari -
2010 Poster: Random Walk Approach to Regret Minimization »
Hariharan Narayanan · Sasha Rakhlin -
2010 Oral: Online Learning: Random Averages, Combinatorial Parameters, and Learnability »
Sasha Rakhlin · Karthik Sridharan · Ambuj Tewari -
2010 Poster: Online Learning: Random Averages, Combinatorial Parameters, and Learnability »
Sasha Rakhlin · Karthik Sridharan · Ambuj Tewari -
2007 Oral: Adaptive Online Gradient Descent »
Peter Bartlett · Elad Hazan · Sasha Rakhlin -
2007 Poster: Adaptive Online Gradient Descent »
Peter Bartlett · Elad Hazan · Sasha Rakhlin