Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning

Dec 19, 2020
Kaiwen Wang, Travis Dick, Maria-Florina Balcan

* In AAAI Workshop on Privacy-Preserving Artificial Intelligence, 2020 

  Access Paper or Ask Questions

Algorithms and Learning for Fair Portfolio Design

Jun 12, 2020
Emily Diana, Travis Dick, Hadi Elzayn, Michael Kearns, Aaron Roth, Zachary Schutzman, Saeed Sharifi-Malvajerdi, Juba Ziani


  Access Paper or Ask Questions

Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images

Mar 05, 2020
Avrim Blum, Travis Dick, Naren Manoj, Hongyang Zhang

* 20 pages, 2 figures; Code is available at https://github.com/hongyanz/TRADES-smoothing 

  Access Paper or Ask Questions

How much data is sufficient to learn high-performing algorithms?

Sep 09, 2019
Maria-Florina Balcan, Dan DeBlasio, Travis Dick, Carl Kingsford, Tuomas Sandholm, Ellen Vitercik


  Access Paper or Ask Questions

Online optimization of piecewise Lipschitz functions in changing environments

Jul 22, 2019
Maria-Florina Balcan, Travis Dick, Dravyansh Sharma


  Access Paper or Ask Questions

Learning to Link

Jul 16, 2019
Maria-Florina Balcan, Travis Dick, Manuel Lang


  Access Paper or Ask Questions

Semi-bandit Optimization in the Dispersed Setting

Apr 18, 2019
Maria-Florina Balcan, Travis Dick, Wesley Pegden


  Access Paper or Ask Questions

Dispersion for Data-Driven Algorithm Design, Online Learning, and Private Optimization

Oct 22, 2018
Maria-Florina Balcan, Travis Dick, Ellen Vitercik


  Access Paper or Ask Questions

Envy-Free Classification

Sep 23, 2018
Maria-Florina Balcan, Travis Dick, Ritesh Noothigattu, Ariel D. Procaccia


  Access Paper or Ask Questions

Data-Driven Clustering via Parameterized Lloyd's Families

Sep 19, 2018
Maria-Florina Balcan, Travis Dick, Colin White


  Access Paper or Ask Questions

Learning to Branch

May 16, 2018
Maria-Florina Balcan, Travis Dick, Tuomas Sandholm, Ellen Vitercik


  Access Paper or Ask Questions

Data Driven Resource Allocation for Distributed Learning

Dec 15, 2016
Travis Dick, Mu Li, Venkata Krishna Pillutla, Colin White, Maria Florina Balcan, Alex Smola


  Access Paper or Ask Questions

Label Efficient Learning by Exploiting Multi-class Output Codes

Nov 25, 2016
Maria Florina Balcan, Travis Dick, Yishay Mansour


  Access Paper or Ask Questions