Matus Telgarsky

Identifiers

• name variant Matus Telgarsky 0.60 · backfill

Papers (23)

1. A gradual, semi-discrete approach to generative network training via explicit Wasserstein minimization cs.LG · 2019 · author #2
2. Size-Noise Tradeoffs in Generative Networks cs.LG · 2018 · author #2
3. Gradient descent aligns the layers of deep linear networks cs.LG · 2018 · author #2
4. Risk and parameter convergence of logistic regression cs.LG · 2018 · author #2
5. Social welfare and profit maximization from revealed preferences cs.GT · 2017 · author #3
6. Spectrally-normalized margin bounds for neural networks cs.LG · 2017 · author #3
7. Neural networks and rational functions cs.LG · 2017 · author #1
8. Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis cs.LG · 2017 · author #3
9. Greedy bi-criteria approximations for $k$-medians and $k$-means cs.DS · 2016 · author #2
10. Benefits of depth in neural networks cs.LG · 2016 · author #1
11. Rate of Price Discovery in Iterative Combinatorial Auctions cs.GT · 2015 · author #3
12. Representation Benefits of Deep Feedforward Networks cs.LG · 2015 · author #1
13. Convex Risk Minimization and Conditional Probability Estimation cs.LG · 2015 · author #1
14. Scalable Nonlinear Learning with Adaptive Polynomial Expansions cs.LG · 2014 · author #5
15. Moment-based Uniform Deviation Bounds for $k$-means and Friends cs.LG · 2013 · author #1
16. Boosting with the Logistic Loss is Consistent cs.LG · 2013 · author #1
17. Margins, Shrinkage, and Boosting cs.LG · 2013 · author #1
18. Dirichlet draws are sparse with high probability cs.LG · 2013 · author #1
19. Tensor decompositions for learning latent variable models cs.LG · 2012 · author #5
20. Statistical Consistency of Finite-dimensional Unregularized Linear Classification cs.LG · 2012 · author #1
21. Blackwell Approachability and Minimax Theory cs.GT · 2011 · author #1
22. A Primal-Dual Convergence Analysis of Boosting cs.LG · 2011 · author #1
23. Central Binomial Tail Bounds math.PR · 2009 · author #1

Mentions

• 1210.7559 #5 · backfill · confidence 0.70 Matus Telgarsky
• 1206.3072 #1 · backfill · confidence 0.70 Matus Telgarsky
• 1110.1514 #1 · backfill · confidence 0.70 Matus Telgarsky
• 1101.4752 #1 · backfill · confidence 0.70 Matus Telgarsky
• 0911.2077 #1 · backfill · confidence 0.70 Matus Telgarsky

Frequent Coauthors

• Daniel Hsu 4 shared papers
• Ziwei Ji 3 shared papers
• Bolton Bailey 2 shared papers
• Alekh Agarwal 1 shared papers
• Alexander Rakhlin 1 shared papers
• Alina Beygelzimer 1 shared papers
• Anima Anandkumar 1 shared papers
• Chao Zhang 1 shared papers
• Dylan J. Foster 1 shared papers
• Jacob Abernethy 1 shared papers
• Jian Peng 1 shared papers
• John Langford 1 shared papers
• Maxim Raginsky 1 shared papers
• Miroslav Dud\'ik 1 shared papers
• Peter Bartlett 1 shared papers
• Robert Schapire 1 shared papers
• Rong Ge 1 shared papers
• Ruta Mehta 1 shared papers
• Sanjoy Dasgupta 1 shared papers
• S\'ebastien Lahaie 1 shared papers